International Science Fair Projects Analysis

Scraped data from the International Science and Engineering fair to identify relevant project trends at ISEF and generate insights about category selection.
The plot generated below is a 2D visualization of each projects. Closer points represents more similar projects. This association allows an intuitive visualization about the kinds and variety of projects present in each category.

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Category

Keywords

0
Animal Sciences
honey, eggs, bees, species, bee, larvae, control, effects, drosophila, rate, light, data, ants, food

1
Behavioral and Social Sciences
students, study, social, school, participants, emotional, using, research, people, music, race, gender, therapy, network, reading

2
Biochemistry
cells, protein, cell, using, samples, used, water, temperature, activity, light, concentration, concentrations, compounds, time, radiation

3
Biomedical Engineering
device, using, cancer, used, cells, cell, drug, tissue, light, glucose, blue

4
Biomedical and Health Sciences
cells, cancer, cell, study, data, patients, mice, results, used, using, effects, different, disease, inflammation

5
Cellular and Molecular Biology
cells, cell, cancer, protein, dna, using, editing, gene, neurons, age, resistance

6
Chemistry
water, using, nanoparticles, used, synthesis, students, reaction, compound, phosphorus, study, results, group, data

7
Computational Biology and Bioinformatics
model, data, using, genes, cells, cell, gene, binding, cancer, inhibitors, compounds, energy, docking, analysis

8
Earth and Environmental Sciences
water, data, using, model, used, algae, growth, ice, glacier, sand, sensor, speed, air

9
Embedded Systems
device, using, project, data, sensor, water, signal, car, encryption, algorithm, navigation

10
Energy: Chemical
solar, using, fuel, energy, cell, wind, data, device, robot, design, time, turbine, vehicle, robots

11
Energy: Physical
energy, wind, cells, cell, current, solar, used, use, material, using, circuit, drug

12
Energy: Sustainable Materials and Design
energy, solar, power, battery, batteries, results, production, used, heat, using, synthesis, nanoparticles, water, silicon, acid

13
Engineering Mechanics
design, wing, aircraft, water, drag, used, fuel, project, energy, printer, printing

14
Engineering Technology: Statics & Dynamics
design, control, efficiency, robot, model, using, combustion, engine, sensors, project, weight

15
Environmental Engineering
water, oil, waste, using, removal, carbon, plastic, growth, energy, bacteria, ability

16
Materials Science
water, used, nanoparticles, magnetic, materials, data, using, strength, concrete, printed, material, drug, cells, targeting

17
Mathematics
number, problem, cells, cancer, using, bacteria, effective, growth, alzheimer, population, protein, treatment, disease

18
Microbiology
bacteria, coli, growth, bacterial, treatment, antibiotics, antibiotic, virus, protein, cells, binding, radiation, activity

19
Physics and Astronomy
quantum, using, model, mass, galaxies, used, stars, galaxy, plants, data, learning, wheel, green, nutrient

20
Plant Sciences
plants, growth, plant, species, seeds, cell, stress, seed, cells, using, carbon, algae, dioxide

21
Robotics and Intelligent Machines
learning, model, images, robot, device, using, air, people, detection, gait, algorithm, technique, simulation, algorithms, music

22
Systems Software
algorithm, students, learning, machine, cancer, data, using, application, school, detection, disease

23
Translational Medical Science
cells, cell, model, data, cancer, wound, healing, blood, protein, expression, heart, signaling

t-SNE Visualization

Category Keywords

All data presented comes from abstracts.societyforscience.org. Society For Science is not affilated with this project. To identify how this visulization was made, check out the Kaggle Notebook