Legume-Rhizobium Mutualism Evolution by Kaggle | Other

About this Dataset

Legume-Rhizobium Mutualism Evolution

Multi and Single Strain Responses

About this dataset

This dataset provides valuable insight into the evolution of legume-rhizobium mutualism in restored prairies. It consists of two separate files: Magnoli&Lau_multistraindata.csv and Magnoli&Lau_singlestraindata.csv, which offer detailed information on multi-strain and single-strain responses, respectively. It includes data such as nitrogen, plant species, population of the plant species, rhizobia type, rack number for the experiment, nodules present on plant and more across both datasets that can be used by researchers to accurately explore how mutualists may influence the evolution of colonizing plant populations. These insights may help researchers gain a greater understanding of how different benefits can be derived from rhizobia and how variations in microbial interactions select for different evolutionary strategies when it comes to host plants. Thusly this comprehensive dataset offers an ideal starting point for research that aims at analyzing important aspects of species interaction's effects upon plant evolution

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How to use the dataset

This guide will teach you how to use this dataset effectively, so that you can unlock its full potential!

Understanding the columns:

First, let’s get familiar with what each column contains:

Nitrogen : Amount of nitrogen in the soil. (Numeric)

Plant : Plant species. (String)

Population : Population of the plant species. (String)

Rhizobia : Type of rhizobia present in the soil. (String)

Rhizobia.type : Type of rhizobia present in the soil.(String)

Rack : Rack number of the experiment. (Numeric) \

Nodules : Number of nodules present on the plant.( Numeric ) \

Alive: Number of alive nodules present onThe plant.( Numeric ) \

Nodweight: Weightf The nodules Present On The Plant.( Numeric ) \

- Indnodweight: weight Of The Individual Nodules Present On The Plant.(numeric). \

  - Estnodweight: Estimated weight Of The n odules Present On The Plant..(Numeric). \

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Research Ideas

Studying the effects of different rhizobial strains on plant growth and development in restored prairies. Researchers can compare how different rhizobial populations affect plant fitness at different sites, looking for correlations between rhizobial strain and plant fitness metrics such as total weight, root weight, and nodule size.

Investigating what happens when multiple strains of rhizobia interact with a single host species in restored prairies - to explore whether this increases or decreases the benefits derived by each strain or species and to determine if specific combinations of strains provide additional benefits over single-strain colonization.

Examining how nitrogen affects mutualistic interactions between legumes and their associated rhizobia in restored prairies - by monitoring how increased levels of nitrogen influence the establishment or persistence of various microbial populations at various sites as well as the performance of plants colonized by these microbial communities under varying conditions

Acknowledgements

If you use this dataset in your research, please credit the original authors.
Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: Magnoli&Lau_multistraindata.csv

Column name	Description
nitrogen	The amount of nitrogen present in the soil. (Numeric)
plant	The species of plant being studied. (String)
Population	The population size of the plant species. (Numeric)
Rhizobia	The type of rhizobia present in the soil. (String)
rhizobia.type	The strain of rhizobia present in the soil. (String)
rack	The rack number of the experiment. (Numeric)
nodules	The number of nodules present on the plant. (Numeric)
alive	The number of alive nodules present on the plant. (Numeric)
nodweight	The weight of the nodules present on the plant. (Numeric)
IndNodWeight	The individual weight of the nodules present on the plant. (Numeric)
EstNodWeight	The estimated weight of the nodules present on the plant. (Numeric)
PlantWeight	The weight of the plant. (Numeric)
RootWeight	The weight of the roots of the plant. (Numeric)
TotalWeight	The total weight of the plant and its roots. (Numeric)

File: Magnoli&Lau_singlestraindata.csv

Column name	Description
nitrogen	The amount of nitrogen present in the soil. (Numeric)
plant	The species of plant being studied. (String)
Population	The population size of the plant species. (Numeric)
Rhizobia	The type of rhizobia present in the soil. (String)
rhizobia.type	The strain of rhizobia present in the soil. (String)
rack	The rack number of the experiment. (Numeric)
nodules	The number of nodules present on the plant. (Numeric)
alive	The number of alive nodules present on the plant. (Numeric)
nodweight	The weight of the nodules present on the plant. (Numeric)
IndNodWeight	The individual weight of the nodules present on the plant. (Numeric)
EstNodWeight	The estimated weight of the nodules present on the plant. (Numeric)
PlantWeight	The weight of the plant. (Numeric)
RootWeight	The weight of the roots of the plant. (Numeric)
TotalWeight	The total weight of the plant and its roots. (Numeric)
strain.origin	The origin of the strain of rhizobia present in the soil. (String)
nodulated	The number of nodulated plants in the experiment. (Numeric)

Acknowledgements

If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit .

Tables

Magnolilau Multistraindata

@kaggle.thedevastator_legume_rhizobium_mutualism_evolution.magnolilau_multistraindata

19.41 KB
539 rows
14 columns


CREATE TABLE magnolilau_multistraindata (
  "nitrogen" VARCHAR,
  "plant" BIGINT,
  "population" VARCHAR,
  "rhizobia" VARCHAR,
  "rhizobia_type" VARCHAR,
  "rack" DOUBLE,
  "nodules" DOUBLE,
  "alive" BIGINT,
  "nodweight" DOUBLE,
  "indnodweight" DOUBLE,
  "estnodweight" DOUBLE,
  "plantweight" DOUBLE,
  "rootweight" DOUBLE,
  "totalweight" DOUBLE
);

Magnolilau Singlestraindata

@kaggle.thedevastator_legume_rhizobium_mutualism_evolution.magnolilau_singlestraindata

14.83 KB
178 rows
16 columns


CREATE TABLE magnolilau_singlestraindata (
  "nitrogen" VARCHAR,
  "plant" BIGINT,
  "population" VARCHAR,
  "rhizobia" VARCHAR,
  "rhizobia_type" VARCHAR,
  "strain_origin" VARCHAR,
  "rack" DOUBLE,
  "nodules" DOUBLE,
  "nodulated" VARCHAR,
  "alive" BIGINT,
  "nodweight" DOUBLE,
  "indnodweight" DOUBLE,
  "estnodweight" DOUBLE,
  "plantweight" DOUBLE,
  "rootweight" DOUBLE,
  "totalweight" DOUBLE
);