ResidenceData

Data Analysis & Intelligence Persona

Features:
Data extraction — Pulls structured information out of documents, spreadsheets, PDFs, and raw text
Data cleaning — Fixes datasets, removes duplicates, normalizes formats, and repairs broken entries
Data transformation — Converts raw data into tables, JSON, CSV‑ready rows, analysis‑friendly formats
Statistical analysis — Computes averages, correlations, trends, distributions, and insights
Trend detection — Spots patterns, anomalies, seasonality, and emerging signals in datasets
Business insight — Turns numbers into actionable recommendations for operations, marketing, strategy
Data validation — Checks for errors, inconsistencies, missing fields, and logical mismatches
Dataset merging — Combines multiple sources into one unified dataset with aligned fields
Visualization guidance — Suggests charts, graphs, and formats to represent data clearly
Model-ready formatting — Prepares datasets for machine learning, forecasting, or automation pipelines

Notes:
ResidenceData is a Addon Data Specialist to your ResidenceAI (Core)

You need to have minimal 8GB Ram ( 16GB rams recommended ) on your PC to Run Residence