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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.ResourceCenters for Disease Control and Prevention – program evaluation resources
The Centers for Disease and Control and Prevention (CDC) website contains a series of resources for planning an evaluation (including the development of an evaluation brief, KEQs, planning documents, and stakeholder engagement), data collecResourceBig 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.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.ResourcePlanting the seeds for high-quality program evaluation in public health
This free e-text book, created as a collaboration between the evaluation staff at the Centers for Disease Control and Prevention’s National Asthma Control Program and Fierro Consulting Inc., provides a practical introduction to program evalResourceBetterEvaluation 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…ResourceDeveloping process evaluation questions
This concise guide by the Centers for Disease Control and Prevention defines evaluation questions and outlines the process needed to develop them.ResourceData collection methods for evaluation: Document review
This resource from the Centers for Disease Control and Prevention (CDC) provides a brief guide to using document review as a data collection method for evaluation.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.MethodMonitoring the composition and evolution of the research networks of the CGIAR research program on roots, tubers and bananas (RTB)
This Brief provides an example of how Social Network Analysis (SNA) can be used, in the context of agricultural research.ResourceThe structure and function of complex networks
The article provides an overview of types and characteristics of networks, as well as models for analyzing how complex networks function.ResourceThe use of social network analysis tools in the evaluation of social change communications
The article presents an introduction on social network analysis (SNA) and how it was used in M&E practices, in different fields. It also discuss limitations and opportunities of using SNA.Resource52 weeks of BetterEvaluation: Week 8: Using social network analysis for M&E
Most of the work done in development is done in collaboration, in partnership with individuals or organizations who contribute to a particular task or project we are working on.BlogUnderstanding the role of the World Bank Group in a crowded institutional landscape [Network analysis example]
In this example, the Independent Evaluation Group (IEG - part of the World Bank Group) have used a network analysis to gain a better understanding of the role of the World Bank Group's policy interventions in the health sector in LiberResourceUNICEF 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?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