— Experience in R and/or Python and OpenRefine
— Experience developing data/analytics products
Recommendations and portfolios or other information about the experience of providing data collection and analysis services.
— service period: no more than 12 months
— official agreement
Data Collection:
— automated collection (downloading) of data from websites (web scraping);
— manual or semi-automated from unstructured resources (such as photo, scan copy, pdf documents recognition).
Data Processing:
— restructuring of arrays of data into a readable format (machine-readable format);
— preparation of aggregated data sets;
— converting unstructured spreadsheet data into machine-readable format;
— verification of datasets for technical errors, such as missing punctuation marks, defects in data digitization;
data cleanup with regular expressions;
— refinement of data, such as enrichment of a dataset with additional metrics, integration with other datasets, etc.
Conducting quantitative data analysis and participating in the creation of information and / or analytical materials, including the preparation of descriptive statistics and data presentation.
Participation in project meetings, meetings, and activities.
Preparation of the report on the results of the work performed.
DIXI Group is looking for an expert to provide data collection, processing, and analysis services within the USAID Energy Sector Transparency Project.