Earth Microbiome Project Case Study - Configuration File#
The configuration file of the Earth Microbiome Project case study is shown below:
report:
title: Earth Microbiome Vuegen Demo Notebook
description: >
The Earth Microbiome Project (EMP) is a systematic attempt to characterize global
microbial taxonomic and functional diversity for the benefit of the planet and humankind.
It aimed to sample the Earth’s microbial communities at an unprecedented scale in order to
advance our understanding of the organizing biogeographic principles that govern microbial
community structure. The EMP dataset is generated from samples that individual researchers
have compiled and contributed to the EMP. The result is both a reference database giving
global context to DNA sequence data and a framework for incorporating data from future
studies, fostering increasingly complete characterization of Earth’s microbial diversity.
You can find more information about the Earth Microbiome Project at https://earthmicrobiome.org/
and in the original article at https://www.nature.com/articles/nature24621.
graphical_abstract: https://raw.githubusercontent.com/ElDeveloper/cogs220/master/emp-logo.svg
logo: https://raw.githubusercontent.com/ElDeveloper/cogs220/master/emp-logo.svg
sections:
- title: Exploratory Data Analysis
description: This section contains the exploratory data analysis of the Earth Microbiome
Project (EMP) dataset.
subsections:
- title: Sample Exploration
description: ''
components:
- title: Metadata Random Subset
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/1_Exploratory_data_analysis/1_sample_exploration/1_metadata_random_subset.csv
description: ''
caption: ''
component_type: DATAFRAME
file_format: CSV
delimiter: ','
- title: Animal Samples Map
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/1_Exploratory_data_analysis/1_sample_exploration/2_animal_samples_map.png
description: ''
caption: ''
component_type: PLOT
plot_type: STATIC
- title: Plant Samples Map
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/1_Exploratory_data_analysis/1_sample_exploration/3_plant_samples_map.json
description: ''
caption: ''
component_type: PLOT
plot_type: PLOTLY
- title: Saline Samples Map
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/1_Exploratory_data_analysis/1_sample_exploration/4_saline_samples_map.json
description: ''
caption: ''
component_type: PLOT
plot_type: ALTAIR
- title: Physicochemical properties of the EMP samples
file_path: https://raw.githubusercontent.com/biocore/emp/master/methods/images/figureED1_physicochemical.png
description: ''
caption: Pairwise scatter plots of available physicochemical metadat are shown
for temperature, salinity, oxygen, and pH, and for phosphate, nitrate, and
ammonium
component_type: PLOT
plot_type: STATIC
- title: Metagenomics
description: ''
subsections:
- title: Alpha Diversity
description: This subsection contains the alpha diversity analysis of the EMP
dataset.
components:
- title: Alpha Diversity Host Associated Samples
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/1_alpha_diversity/1_alpha_diversity_host_associated_samples.png
description: ''
caption: ''
component_type: PLOT
plot_type: STATIC
- title: Alpha Diversity Free Living Samples
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/1_alpha_diversity/2_alpha_diversity_free_living_samples.json
description: ''
caption: ''
component_type: PLOT
plot_type: PLOTLY
- title: Average Copy Number
description: ''
components:
- title: Average Copy Number Emp Ontology Level2
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/2_average_copy_number/1_average_copy_number_emp_ontology_level2.png
description: ''
caption: ''
component_type: PLOT
plot_type: STATIC
- title: Average Copy Number Emp Ontology Level3
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/2_average_copy_number/2_average_copy_number_emp_ontology_level3.json
description: ''
caption: ''
component_type: PLOT
plot_type: PLOTLY
- title: Nestedness
description: ''
components:
- title: Nestedness Random Subset
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/3_nestedness/1_nestedness_random_subset.csv
description: ''
caption: ''
component_type: DATAFRAME
file_format: CSV
delimiter: ','
- title: All Samples
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/3_nestedness/2_all_samples.json
description: ''
caption: ''
component_type: PLOT
plot_type: PLOTLY
- title: Plant Samples
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/3_nestedness/3_plant_samples.json
description: ''
caption: ''
component_type: PLOT
plot_type: PLOTLY
- title: Animal Samples
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/3_nestedness/4_animal_samples.png
description: ''
caption: ''
component_type: PLOT
plot_type: STATIC
- title: Non Saline Samples
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/2_Metagenomics/3_nestedness/5_non_saline_samples.png
description: ''
caption: ''
component_type: PLOT
plot_type: STATIC
- title: Shanon entropy analysis
description: This subsection contains the Shannon entropy analysis of the EMP dataset.
components:
- title: Specificity of sequences and higher taxonomic groups for environment
file_path: https://raw.githubusercontent.com/biocore/emp/master/methods/images/figure4_entropy.png
description: ''
caption: a) Environment distribution in all genera and 400 randomly chosen tag
sequence. b) and c) Shannon entropy within each taxonomic group.
component_type: PLOT
plot_type: STATIC
- title: Network Analysis
description: ''
subsections:
- title: Phyla Association Networks
description: ''
components:
- title: Phyla Counts Subset
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/3_Network_analysis/1_phyla_association_networks/1_phyla_counts_subset.csv
description: ''
caption: ''
component_type: DATAFRAME
file_format: CSV
delimiter: ','
- title: Phyla Correlation Network With 0.5 Threshold Edgelist
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/3_Network_analysis/1_phyla_association_networks/2_phyla_correlation_network_with_0.5_threshold_edgelist.csv
description: ''
caption: ''
component_type: PLOT
plot_type: INTERACTIVE_NETWORK
csv_network_format: EDGELIST
- title: Phyla Correlation Network With 0.5 Threshold
file_path: example_data/Earth_microbiome_vuegen_demo_notebook/3_Network_analysis/1_phyla_association_networks/3_phyla_correlation_network_with_0.5_threshold.png
description: ''
caption: ''
component_type: PLOT
plot_type: STATIC
The directory with he example data is available in the GitHub repository.