Pandas Jobs

I have a clean, ready-to-use Iris dataset and need a complete Support Vector Machine classification pipeline built around it. The job is straightforward: tune an SVM (scikit-learn or similar) to separate the three Iris species, document the process, and hand over reproducible code and results. Here’s what I expect: • A concise notebook or script that loads the data, performs any minimal preprocessing you find beneficial, runs hyper-parameter optimisation, trains the final model, and outputs accuracy, precision, recall and the confusion matrix. • A short write-up (markdown inside the notebook is fine) explaining why the chosen kernel and parameters work best, plus any insights you notice in the feature space. • Saved model file so I can deploy or reload it quickl...

I’m ready to build a Windows-compatible application that lets me drop in raw Propwire or Propstream exports (currently CSV only) and receive a clean, research-ready dataset. Once imported, the data should automatically sort by Zip code while still keeping key fields—parcel number, owner name, current deed, encumbrances, length of ownership, property-tax status, and any municipal code violations—readily filterable. The core of the job is an algorithm that applies my own grading rules and assigns every record a numbered score. When I open a property profile I want a “deep dive” view that compiles all of the above details plus up-to-date contact information for the current owner in one place. Deliverables I need to see: • Import module that accepts P...

We are looking for a Python developer to develop a small automation script that can automate a repetitive manual business process. Project Requirements: - Develop a Python script to automate the defined workflow. - Read and process data from Excel/CSV files. - Perform basic data validation, cleaning, and transformation. - Apply predefined rules/logic to the data. - Generate an automated output file/report. - Include basic error handling and clear comments in the code. - The script should be easy to run and modify in the future. Ideal Skills: Python Pandas Excel/CSV automation Data processing Process/workflow automation Basic error handling The project is relatively small and should be straightforward for an experienced Python developer. We will provide the detailed workflow, input f...

I’m working through a graded assignment for my Data Science & AI course and need an expert hand with the assignment portion. The task isn’t massive, but it does require someone who can walk me through each step, provide clean, well-commented code (Python preferred), and explain the reasoning in plain language so I can confidently discuss the approach later. What I’ll need delivered: • A reproducible notebook or script that tackles the assignment requirements from data preprocessing through model evaluation • Brief inline comments plus a short write-up (one page is fine) summarizing methods, key metrics, and why those choices make sense • A quick call or chat after delivery so I can clarify any points before submission If that sounds straightforwa...

Je réalise une recherche académique en sciences et j’ai besoin d’un·e expert·e pour la partie analyse de données. Les mesures brutes sont déjà collectées ; il me faut maintenant transformer ces chiffres en résultats exploitables pour mon mémoire. Tâches à accomplir • Nettoyer et organiser le jeu de données (CSV). • Appliquer les tests statistiques adéquats (par ex. ANOVA, régressions) et justifier chaque choix. • Générer des visualisations lisibles (Python / Pandas / Matplotlib ou R / ggplot, Excel accepté si vous fournissez la macro). • Rédiger un rapport synthétique (2-3 pages) récapitulant la mé...