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Filter search results9 free books for learning data mining & data analysis
This list compiled by Alex Ivanovs brings together a range of books aimed at both beginners and those who are looking to fill in gaps in their knowledge.ResourceData collection & analysis video
This video guide from UNICEF looks at the issues involved in choosing and using data collection and analysis methods for impact evaluations.ResourceDabbling in the data
The guide and toolkit, Dabbling in the Data, includes detailed instructions for teams to use to delve more deeply into quantitative and qualitative data.ResourceEval C3
EvalC3 is an organised set of tools for developing, exploring and evaluating predictive models of expected outcomes. This resource and the following information was contributed by Rick Davies.ResourceBig data for development: challenges & opportunities
This white paper by UN Global Pulse examines the use of Big Data in development contexts.ResourceExcel for evaluation
This website, created by Ann Emery, provides a series of short videos on using Microsoft Excel to analyze data.ResourceDo labor market policies have displacement effects? Evidence from a clustered randomized experiment
This resource reports the results from a randomized experiment intended to evaluation the direct and indirect (displacement) impacts of job placement assistance on the labor market outcomes of young, educated job seekers in France.ResourceGeospatial analysis in evaluation
This blog from the Independent Evaluation Group (IEG) highlights the role of geospatial data in understanding change in phenomena, and answering questions of relevance and effectiveness of development interventions.ResourceBetterEvaluation FAQ: How do you go about analyzing data that has been collected from respondents via a questionnaire?
In this edition of the BE FAQ blog, we address a question that comes up quite often: How do you go about analysing data that has been collected from respondents via a questionnaire?BlogL’évaluation en contexte de développement
Ce manuel est destiné aux personnes souhaitant s’initier à l’évaluation de programmes, en particulier en contexte de développement et de coopération internationale. À cet égard, tout en déroulant le fil d’une démarche évaluative classique, il présente…ResourceWord cloud
Word clouds or tag clouds are graphical representations of word frequency that give greater prominence to words that appear more frequently in a source text.MethodEquitable evaluation: Voices from the Global South
This book aims to drive conversation about "the role of evaluation in addressing inequality and fostering an equitable society in Africa".ResourceA language justice framework for culturally responsive and equitable evaluation
This paper proposes an evaluation framework focusing on the importance of language justice, especially concerning practitioners of culturally responsive and equitable evaluation.ResourceEquitable evaluation initiative
This initiative is building knowledge about how to align evaluation practices with an equity approach and how to use evaluation as a tool for advancing equity.ResourceCulturally responsive, Indigenous, and equitable evaluation resource list
This document is a "living" list (not exhaustive) of resources for Culturally Responsive Evaluation (CRE), Culturally Responsive Indigenous Evaluation (CRIE), and Culturally Responsive and Equitable Evaluation (CREE).ResourceUNICEF webinar: Overview of data collection and analysis methods in Impact Evaluation
What is the value of using mixed methods in impact evaluation? What methods and designs are appropriate for answering descriptive, causal and evaluative questions?ResourceEquitable evaluation framework
What if evaluative practice was not only about something but for something? This session explored the origins and impetus for the Equitable Evaluation Framework and how its three principles ask evaluation to:ResourceCulturally responsive and equitable evaluation
How can you ensure your evaluation designs, data collection, and reporting are both culturally responsive and equitable?ResourceQualitative research & evaluation methods: Integrating theory and practice
The fourth edition of Michael Quinn Patton's Qualitative Research & Evaluation Methods Integrating Theory and Practice, published by Sage Publications, analyses and provides clear guidance and advice for usiResourceFrom narrative text to causal maps: QuIP analysis and visualisation
This paper focuses on analysing raw data to produce useful visual summaries, describing in detail the processes involved in a QuIP analysis.Resource