Prem P. SinghPlant scientist · Data scientist

Open Data, Decoded

What public data actually says

Public plant-science datasets, turned into maps, charts, and reproducible conclusions.

  • Published
    Records
    9,843

    NCBI

    The Famine Pathogen Has 8 Genomes. A Leaf Spot Bacterium Has 1,788.

    I took the plant pathogens that scientists themselves voted the world's worst, and counted how many public genomes each one has. The gap is not about importance. It is about which genomes are easy to sequence.

    Potato late blight
    8
    Pseudomonas syringae
    1,788
    Bacteria vs the rest
    48×
    Flax rust
    0

    Open visual story

  • Published
    Records
    170,605

    OpenAlex + FAOSTAT

    AI Studies Tomatoes More Than Wheat

    The world grows six times more maize than tomatoes. AI research does the opposite: tomatoes get more plant disease papers than maize, rice or wheat. Here is what the numbers show, and why it happens.

    Tomato papers
    2,848
    Maize papers
    1,658
    The gap
    11.5×
    Sugarcane
    0.2

    Open visual story

  • Published
    Records
    1,170

    GBIF.org

    Can Free Data Spot a Plant Disease Outbreak?

    Anyone can download every public record of Xylella, a bacterium that killed millions of olive trees. I checked whether those free records actually noticed the outbreaks we know happened. Sometimes they did. Sometimes they missed completely.

    Italy
    Same year
    Germany
    10 years
    Portugal
    Never
    Records checked
    1,170

    Open visual story