Grafo de coocorrência
Skills que aparecem juntas
Uma aresta existe só se o par coocorrer em ≥ 2 vagas do recorte — abaixo disso, o par simplesmente não aparece. Métrica: suporte absoluto + Jaccard.
Arestas (73)
| Par | Suporte | Jaccard |
|---|---|---|
| SQL × Python | 9 | 0.75 |
| LLM × Python | 8 | 0.67 |
| Machine Learning × Python | 8 | 0.67 |
| SQL × Statistics | 7 | 0.78 |
| Statistics × Python | 7 | 0.58 |
| LLM × Machine Learning | 6 | 0.60 |
| SQL × LLM | 5 | 0.42 |
| SQL × Machine Learning | 5 | 0.42 |
| Experimentation × Python | 4 | 0.33 |
| LLM × Statistics | 4 | 0.36 |
| SQL × Experimentation | 4 | 0.44 |
| Statistics × Machine Learning | 4 | 0.36 |
| English × Machine Learning | 3 | 0.38 |
| English × Python | 3 | 0.25 |
| Experimentation × Machine Learning | 3 | 0.33 |
| Experimentation × Statistics | 3 | 0.38 |
| LLM × English | 3 | 0.38 |
| AWS × Machine Learning | 2 | 0.25 |
| AWS × Python | 2 | 0.17 |
| AWS × Spark | 2 | 1.00 |
| Azure × AWS | 2 | 1.00 |
| Azure × GCP | 2 | 1.00 |
| Azure × Git | 2 | 1.00 |
| Azure × LLM | 2 | 0.25 |
| Azure × Machine Learning | 2 | 0.25 |
| Azure × Power BI | 2 | 1.00 |
| Azure × Python | 2 | 0.17 |
| Azure × SQL | 2 | 0.22 |
| Azure × Spark | 2 | 1.00 |
| Azure × Statistics | 2 | 0.29 |
| Azure × Tableau | 2 | 1.00 |
| GCP × AWS | 2 | 1.00 |
| GCP × Git | 2 | 1.00 |
| GCP × LLM | 2 | 0.25 |
| GCP × Machine Learning | 2 | 0.25 |
| GCP × Power BI | 2 | 1.00 |
| GCP × Python | 2 | 0.17 |
| GCP × Spark | 2 | 1.00 |
| GCP × Statistics | 2 | 0.29 |
| GCP × Tableau | 2 | 1.00 |
| Git × AWS | 2 | 1.00 |
| Git × Machine Learning | 2 | 0.25 |
| Git × Python | 2 | 0.17 |
| Git × Spark | 2 | 1.00 |
| LLM × AWS | 2 | 0.25 |
| LLM × Git | 2 | 0.25 |
| LLM × Power BI | 2 | 0.25 |
| LLM × Spark | 2 | 0.25 |
| LLM × Tableau | 2 | 0.25 |
| Power BI × AWS | 2 | 1.00 |
| Power BI × Git | 2 | 1.00 |
| Power BI × Machine Learning | 2 | 0.25 |
| Power BI × Python | 2 | 0.17 |
| Power BI × Spark | 2 | 1.00 |
| Power BI × Statistics | 2 | 0.29 |
| Power BI × Tableau | 2 | 1.00 |
| SQL × AWS | 2 | 0.22 |
| SQL × GCP | 2 | 0.22 |
| SQL × Git | 2 | 0.22 |
| SQL × Power BI | 2 | 0.22 |
| SQL × Spark | 2 | 0.22 |
| SQL × Tableau | 2 | 0.22 |
| Spark × Machine Learning | 2 | 0.25 |
| Spark × Python | 2 | 0.17 |
| Statistics × AWS | 2 | 0.29 |
| Statistics × Git | 2 | 0.29 |
| Statistics × Spark | 2 | 0.29 |
| Statistics × Tableau | 2 | 0.29 |
| Tableau × AWS | 2 | 1.00 |
| Tableau × Git | 2 | 1.00 |
| Tableau × Machine Learning | 2 | 0.25 |
| Tableau × Python | 2 | 0.17 |
| Tableau × Spark | 2 | 1.00 |
Bundles
Vizinhos mais fortes de cada skill (top 73 por suporte).
- Python → SQL, LLM, Machine Learning, Statistics, Experimentation
- SQL → Python, Statistics, LLM, Machine Learning, Experimentation
- LLM → Python, Machine Learning, SQL, Statistics, English
- Machine Learning → Python, LLM, SQL, Statistics, Experimentation
- Statistics → Python, SQL, LLM, Machine Learning, Experimentation
- Experimentation → Python, SQL, Machine Learning, Statistics
- English → Python, Machine Learning, LLM
- AWS → Python, SQL, Machine Learning, LLM, Statistics
- Azure → Python, SQL, LLM, Machine Learning, Statistics
- GCP → Python, SQL, LLM, Machine Learning, Statistics
- Git → Python, SQL, Machine Learning, LLM, Statistics
- Power BI → Python, SQL, LLM, Machine Learning, Statistics
- Spark → Python, SQL, LLM, Machine Learning, Statistics
- Tableau → Python, SQL, LLM, Machine Learning, Statistics
Frequências do recorte (15 skills)
- Python12
- SQL9
- LLM8
- Machine Learning8
- Statistics7
- Experimentation4
- English3
- AWS2
- Azure2
- GCP2
- Git2
- Power BI2
- Spark2
- Tableau2
- Stakeholder Management1