Synaptic SkillsSynapticSkills
MarketplaceSkill GraphCriar SkillMCP ServerPlataformaEnterprise
v0.1.0-beta
Voltar ao Marketplace
DataMédio

Pandas Data Analysis

porpluginagentmarketplace·pluginagentmarketplace· v1.0.0 · atualizado em 2026-04-10
78
Score

Master data manipulation, analysis, and visualization with Pandas, NumPy, and Matplotlib

pandasdata-analysisdata-manipulationdata-visualizationpythondata-cleaning
0Stars
0Forks
0Usos
Fork

Documento do Skill

SKILL.mdpandas-data-analysis/workflow
1. Load data into a Pandas DataFrame.
2. Clean the data by handling missing values and duplicates.
3. Transform the data by converting data types and applying string operations.
4. Aggregate and group the data to calculate summary statistics.
5. Visualize the data using Matplotlib and Seaborn.
6. Interpret the visualizations and draw conclusions.
7. Document the analysis and findings.

Telemetria de Agentes

Execuções
0
total
Taxa de Sucesso
0%
últimos 30d
Latência Média
0.0s
p50
Alucinação
0.0%
detecção
Tokens Entrada
0
avg 0/exec
Tokens Saída
0
avg 0/exec

Uso por Plataforma

Skills Relacionados

Similar aData Analyst
40%
Hebbian Synapse
Composite0.400
w = 0.3·α + 0.5·β + 0.2·γ
83
Similar aVisualization Expert
40%
Hebbian Synapse
Composite0.400
w = 0.3·α + 0.5·β + 0.2·γ
80
Similar aCSV Data Summarizer
40%
Hebbian Synapse
Composite0.400
w = 0.3·α + 0.5·β + 0.2·γ
79

Árvore do Skill

Pandas Data Analysis
pandas-data-analysis
Fases Cognitivas5
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.EVALUATE
5.ACT
Triggers6
analyze data with pandasperform data cleaning using pandascreate data visualizations with pandasuse pandas for data analysismanipulate data using pandasaggregate data with pandas

Avaliar este Skill

Score Breakdown

⭐Avaliação Humana0%
🤖Sucesso de Agentes0%
🕐Atualidade100%
🔗Saúde de Dependências100%
🕸️Centralidade no Grafo0%
🛡️Segurança50%
CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download pandas-data-analysis
$ synaptic skills detail pandas-data-analysis
$ synaptic skills live pandas-data-analysis

Dependências

pandasnumpymatplotlibseaborn

Links

GitHub Repository