100 Best Apps for Research Analysts
Research analysts often move between source discovery, data preparation, analysis, and reporting. These tools cover foundational parts of that workflow.
Microsoft Excel
Microsoft Excel organizes tabular data, performs calculations, builds charts, and supports analysis through formulas and PivotTables. It helps analysts consolidate scattered spreadsheet data and quickly summarize patterns without writing code.
Google Sheets
Google Sheets provides browser-based spreadsheets for collaborative data entry, calculations, visualization, and shared review. It reduces version-control problems by letting distributed collaborators work from one shared spreadsheet.
Airtable
Airtable combines spreadsheet-style tables with relational databases, forms, views, and workflow-oriented record organization. It helps teams track interconnected research entities when ordinary spreadsheets become difficult to navigate.
Notion
Notion provides connected notes, databases, documents, and project pages for organizing research materials and work. It addresses fragmented research documentation by keeping findings, briefs, and source notes in one workspace.
Zotero
Zotero collects, organizes, cites, and shares research sources, including web pages, articles, and books. It reduces manual citation work by storing source metadata and generating formatted bibliographies.
Mendeley Reference Manager
Mendeley Reference Manager organizes academic references, stores PDFs, and supports citation insertion in writing workflows. It helps researchers manage growing PDF libraries and avoid losing track of relevant publications.
EndNote
EndNote manages bibliographic references, attaches files, and formats citations and bibliographies for manuscripts. It solves time-consuming reference formatting when reports require specific publication or institutional styles.
Google Scholar
Google Scholar searches scholarly literature across articles, theses, books, conference papers, and legal opinions. It helps analysts locate relevant academic material when general web search returns overly broad results.
PubMed
PubMed searches biomedical and life sciences literature, including citations, abstracts, and links to full texts. It helps health researchers find peer-reviewed biomedical evidence through subject-focused indexing and filters.
JSTOR
JSTOR provides access to scholarly journals, books, and primary sources across humanities, social sciences, and sciences. It helps analysts access archival scholarship that may be difficult to locate through standard search engines.
Web of Science
Web of Science indexes scholarly publications and citation relationships for literature discovery and research assessment. It helps analysts trace influential papers and follow citation networks across a research topic.
Scopus
Scopus is an abstract and citation database for discovering scholarly literature, authors, institutions, and research trends. It helps researchers identify related publications and evaluate a topic's scholarly coverage more systematically.
Semantic Scholar
Semantic Scholar is a scholarly search engine that surfaces papers, citations, authors, and related research. It reduces literature-review overload by helping analysts discover connected papers around a specific question.
Dimensions
Dimensions links publications with grants, patents, clinical trials, policy documents, and citation data. It helps analysts connect academic research with funding, innovation, and real-world policy activity.
Crossref
Crossref provides metadata and DOI lookup services for scholarly publications and other registered research outputs. It helps analysts verify publication details and resolve incomplete citations using standardized identifiers.
Datawrapper
Datawrapper creates embeddable charts, maps, and tables from uploaded or copied datasets without programming. It helps analysts turn findings into clear publishable visuals when design resources are limited.
Tableau
Tableau connects to data sources and builds interactive dashboards, charts, and visual exploratory analyses. It helps analysts explore complex datasets visually and communicate patterns to nontechnical stakeholders.
Microsoft Power BI
Microsoft Power BI models data and creates interactive reports and dashboards from multiple connected sources. It addresses recurring reporting work by centralizing data refreshes and reusable stakeholder dashboards.
RStudio
RStudio is an integrated development environment for writing R code, analyzing data, and producing reports. It helps analysts run reproducible statistical workflows instead of repeating manual spreadsheet calculations.
Jupyter Notebook
Jupyter Notebook combines executable code, narrative text, equations, and visual output in shareable documents. It helps analysts document methods alongside results, making technical analysis easier to review.
Python
Python is a programming language widely used for data cleaning, analysis, automation, modeling, and visualization. It helps analysts automate repetitive data tasks that would be slow and error-prone manually.
IBM SPSS Statistics
IBM SPSS Statistics provides menu-driven statistical analysis, data management, modeling, and reporting tools. It helps users conduct common statistical tests without needing to write extensive programming code.
Stata
Stata is statistical software for data management, visualization, regression, forecasting, and reproducible analysis. It helps researchers apply advanced statistical methods while maintaining scripts that document their workflow.
NVivo
NVivo supports qualitative research by coding interviews, documents, media, survey responses, and thematic relationships. It helps analysts organize unstructured evidence and identify recurring themes across many source files.
ATLAS.ti
ATLAS.ti helps researchers code and analyze qualitative text, audio, video, images, and survey data. It reduces the difficulty of systematically comparing qualitative evidence across large collections of materials.
MAXQDA
MAXQDA supports qualitative and mixed-methods analysis through coding, memoing, retrieval, and visual analysis tools. It helps analysts organize interview evidence when manual coding across many documents becomes difficult.
Dedoose
Dedoose enables collaborative qualitative and mixed-methods research with coding, excerpts, descriptors, and visualizations. It helps distributed teams review coded evidence without relying on separate spreadsheets and files.
QDA Miner
QDA Miner provides tools for coding, annotating, retrieving, and analyzing qualitative documents and datasets. It helps researchers trace recurring themes when unstructured text is too time-consuming to review manually.
Qualtrics
Qualtrics lets researchers design surveys, collect responses, and analyze experience and feedback data. It helps teams standardize complex questionnaires when basic forms lack advanced survey logic.
SurveyMonkey
SurveyMonkey enables users to create online surveys, distribute them, and review response results. It helps analysts collect structured feedback when email-based questionnaires are difficult to manage.
Typeform
Typeform creates conversational online forms and surveys with customizable questions, logic, and response collection. It helps researchers improve respondent flow when long, static questionnaires discourage completion.
Google Forms
Google Forms creates shareable forms and surveys that collect responses into connected Google Sheets. It helps small teams gather simple research responses without manually consolidating submitted answers.
REDCap
REDCap provides secure web-based tools for building research databases and surveys. It helps research teams manage structured study data when spreadsheets cannot enforce consistent fields.
Prolific
Prolific connects researchers with participants for online studies and supports participant recruitment workflows. It helps analysts recruit study participants when their own audiences do not match research requirements.
Amazon Mechanical Turk
Amazon Mechanical Turk is a marketplace for distributing human intelligence tasks to online workers. It helps researchers obtain labels or responses when in-house capacity for repetitive tasks is limited.
Crunchbase
Crunchbase provides company profiles, funding rounds, acquisitions, investors, and organizational relationship data. It helps market analysts investigate startups when private-company activity is scattered across many sources.
PitchBook
PitchBook provides data and research on private capital, companies, deals, investors, and funds. It helps investment researchers assess private-market activity when deal information is difficult to compile.
Statista
Statista publishes statistics, reports, charts, and market data across industries and countries. It helps analysts find cited secondary data when credible figures are spread across disconnected publications.
IBISWorld
IBISWorld provides industry research reports covering market conditions, competitors, risks, and operating trends. It helps founders understand unfamiliar industries without assembling every market factor from scratch.
FactSet
FactSet delivers financial data, analytics, news, and workflow tools for investment professionals. It helps financial analysts compare securities when market, company, and estimate data are fragmented.
Bloomberg Terminal
Bloomberg Terminal provides financial market data, news, messaging, analytics, and trading-related information. It helps analysts monitor fast-moving markets when timely information is dispersed across multiple sources.
S&P Capital IQ Pro
S&P Capital IQ Pro provides company, financial, market, transaction, and industry information. It helps researchers evaluate companies when historical financials and transaction details require extensive searching.
LSEG Workspace
LSEG Workspace combines financial market data, news, analytics, and research tools in one platform. It helps finance teams streamline market research when they switch repeatedly between data sources.
LexisNexis
LexisNexis provides searchable databases of legal, news, business, and public-record information. It helps analysts investigate organizations when relevant news and records are difficult to locate.
ProQuest
ProQuest provides access to scholarly journals, dissertations, newspapers, and specialized research databases. It helps researchers locate historical and academic sources when materials span many publication archives.
EBSCOhost
EBSCOhost offers access to research databases containing journals, magazines, books, and reference materials. It helps analysts search vetted publications when general web results lack scholarly context.
OpenAlex
OpenAlex is an open catalog of scholarly works, authors, institutions, concepts, and citations. It helps researchers map academic literature when citation relationships are hard to explore manually.
Kaggle
Kaggle hosts public datasets, notebooks, competitions, and community resources for data science work. It helps analysts find practice-ready datasets when collecting suitable public data takes excessive time.
GitHub
GitHub hosts code repositories, tracks changes, manages issues, and supports collaborative software development. It helps research teams preserve reproducible analysis code when files are shared through email.
Flourish
Flourish creates interactive charts, maps, and visual stories from uploaded or connected data. It helps analysts communicate complex findings when static charts do not invite audience exploration.
Looker Studio
Looker Studio builds shareable dashboards by connecting data sources and visualizing metrics in interactive reports. It helps analysts replace manually updated slide charts with refreshable reports for stakeholders.
Qlik Sense
Qlik Sense lets users explore connected data through associative analysis, dashboards, and interactive visualizations. It addresses difficult data exploration by revealing relationships across fields without fixed query paths.
SAS Viya
SAS Viya provides cloud-based tools for data preparation, statistical analysis, machine learning, and model management. It helps teams handle complex analytical workflows when separate tools fragment modeling and governance.
Alteryx Designer
Alteryx Designer enables visual workflows for blending, cleaning, analyzing, and automating data preparation tasks. It reduces repetitive spreadsheet transformations by turning multi-step data cleanup into reusable workflows.
KNIME Analytics Platform
KNIME Analytics Platform uses visual workflows to integrate data, perform analysis, and build predictive models. It helps analysts combine diverse data-processing steps without writing every transformation as code.
Dataiku
Dataiku provides a collaborative platform for preparing data, building models, and operationalizing analytics projects. It addresses collaboration gaps when analysts, data scientists, and business teams work in separate environments.
Domo
Domo connects business data sources and presents metrics through cloud dashboards, reports, and alerts. It helps solve scattered KPI reporting by centralizing operational metrics from multiple business systems.
ThoughtSpot
ThoughtSpot enables users to search business data and explore results through interactive analytics dashboards. It reduces dependence on prebuilt reports when stakeholders need answers to changing business questions.
Mode
Mode supports SQL analysis, Python notebooks, visualizations, and reports for collaborative business intelligence work. It helps analysts unite querying, analysis, and reporting instead of moving results between disconnected tools.
Hex
Hex provides collaborative notebooks for SQL, Python, data exploration, and interactive analytical applications. It addresses handoff friction by allowing teams to package exploratory analysis into shareable interactive outputs.
Observable
Observable offers browser-based notebooks for creating reactive data analyses, visualizations, and reusable data components. It helps solve static visualization workflows by updating dependent calculations as analysts change inputs.
Wolfram Alpha
Wolfram Alpha computes answers and visualizations from curated knowledge across scientific, mathematical, and factual topics. It saves time on routine calculations when analysts need quick computed results with supporting context.
Gephi
Gephi is open-source software for visualizing, exploring, and analyzing network and graph data. It helps analysts interpret complex relationship datasets that are difficult to understand in tables.
VOSviewer
VOSviewer constructs and visualizes bibliometric networks using publication, citation, author, and keyword metadata. It addresses literature-mapping challenges by showing clusters and connections across large scholarly publication sets.
Cytoscape
Cytoscape visualizes and analyzes networks, particularly molecular interaction and biological pathway data. It helps researchers examine interconnected biological entities when conventional charts obscure network structure.
QGIS
QGIS is open-source geographic information system software for mapping, editing, and analyzing spatial data. It solves location-analysis challenges by combining geographic layers with attribute data on one map.
ArcGIS Online
ArcGIS Online creates web maps, spatial analyses, dashboards, and shared geographic information resources. It helps teams share location-based findings without requiring every stakeholder to install desktop mapping software.
Mapbox
Mapbox provides mapping tools, location data services, and customizable maps for web and mobile applications. It addresses custom location visualization needs when standard map embeds cannot reflect analytical requirements.
Similarweb
Similarweb provides estimates and insights on website traffic, audience behavior, and digital market activity. It helps analysts assess competitors' online presence when first-party web traffic data is unavailable.
Ahrefs
Ahrefs provides SEO tools for researching search rankings, backlinks, keywords, and competing websites. It solves backlink and keyword research gaps when analysts need to evaluate organic search visibility.
Semrush
Semrush offers tools for keyword research, search visibility analysis, competitor research, and online marketing audits. It helps identify search marketing opportunities when competitive keywords and visibility changes are unclear.
BuiltWith
BuiltWith identifies technologies used on websites and provides technology usage information across web properties. It addresses technology-market research needs by revealing software stacks behind target websites and companies.
AlphaSense
AlphaSense searches business documents, company filings, earnings materials, and other market intelligence sources. It helps analysts find relevant corporate disclosures faster when critical information is buried in lengthy documents.
CB Insights
CB Insights provides market intelligence on private companies, venture activity, technology markets, and industry trends. It helps researchers track emerging companies when private-market information is dispersed across many sources.
Euromonitor Passport
Euromonitor Passport provides market research data, industry analysis, and consumer insights across global markets. It addresses international market comparison challenges by organizing country-level industry and consumer research.
Gale Academic OneFile
Gale Academic OneFile offers searchable access to academic journals, news publications, and reference materials. It helps analysts consolidate literature and news discovery when sources are scattered across publishers.
Westlaw
Westlaw provides searchable legal cases, statutes, regulations, and editorial analysis for legal and policy research. It reduces time spent locating authoritative legal precedents and tracking relevant regulatory developments.
HeinOnline
HeinOnline provides searchable legal journals, historical documents, government publications, and case law collections. It helps researchers find primary legal and policy sources that general search engines may miss.
OECD Data Explorer
OECD Data Explorer provides interactive access to OECD statistical indicators across economies and policy topics. It simplifies comparing standardized international indicators without manually compiling separate national statistical releases.
World Bank DataBank
World Bank DataBank lets users query, compare, and download development indicators from World Bank databases. It helps analysts assemble cross-country development data using consistent definitions and time-series coverage.
IMF Data
IMF Data provides access to macroeconomic, fiscal, trade, and financial statistics published by the International Monetary Fund. It supports macroeconomic analysis by centralizing official international datasets that otherwise require multiple sources.
FRED
FRED offers downloadable economic time series from government agencies, central banks, and other organizations. It reduces the effort required to locate, chart, and compare widely used economic indicators.
UNData
UNData provides United Nations statistical datasets covering population, trade, environment, industry, and social conditions. It helps analysts access international official statistics without navigating numerous separate United Nations data portals.
Our World in Data
Our World in Data publishes curated datasets and charts covering global social, economic, and environmental trends. It gives analysts accessible context and reusable data for broad cross-country trend exploration.
Trading Economics
Trading Economics publishes economic indicators, calendars, forecasts, and market information for countries worldwide. It helps analysts monitor scheduled releases and compare national economic conditions from one interface.
CEIC Data
CEIC Data provides historical macroeconomic, financial, industrial, and demographic data for many countries. It addresses gaps in long-run country data by organizing detailed official series in searchable formats.
Morningstar Direct
Morningstar Direct supplies investment research, fund data, equity information, and portfolio analytics for professionals. It helps investment analysts evaluate securities and funds without assembling data from separate provider systems.
YCharts
YCharts provides financial data, charting tools, screening, and portfolio analytics for investment research. It speeds recurring security comparisons by combining fundamental metrics and visual analysis in one workspace.
TIKR
TIKR organizes company financials, estimates, filings, transcripts, and market data in one research interface. It reduces switching between investor-relations websites when reviewing public-company performance and disclosures.
Koyfin
Koyfin provides market dashboards, charting, company financials, screening, and portfolio monitoring tools. It helps analysts follow markets and compare securities through customizable visual dashboards.
Orbis
Orbis provides company financials, ownership structures, corporate hierarchies, and business identifiers worldwide. It helps analysts investigate private-company relationships when ownership information is difficult to trace.
PrivCo
PrivCo provides business and financial information about privately held companies and their transactions. It helps researchers assess private businesses when public filings and market disclosures are limited.
Owler
Owler provides company profiles, competitive intelligence, business news, and alerts on tracked organizations. It helps analysts monitor competitors and company developments without repeatedly checking individual websites.
data.ai
data.ai provides mobile app market data, rankings, usage insights, and competitive intelligence. It helps product and market analysts evaluate mobile ecosystems using structured app performance information.
Sensor Tower
Sensor Tower provides mobile app intelligence, market estimates, advertising insights, and competitive analysis. It helps teams investigate app-market trends without relying solely on public store listings.
SEC EDGAR
SEC EDGAR provides public access to corporate filings submitted to the United States securities regulator. It helps analysts retrieve primary disclosures, including annual reports and insider filings, without intermediaries.
Companies House
Companies House provides public records for incorporated companies registered in the United Kingdom. It helps researchers verify UK company officers, filings, and incorporation details from official records.
OpenCorporates
OpenCorporates aggregates company registry information from jurisdictions worldwide into searchable company profiles. It helps analysts identify entities across registries when corporate names and jurisdictions vary.
ImportYeti
ImportYeti makes searchable United States ocean-shipment records available for supplier and buyer research. It helps analysts investigate supply-chain relationships using shipping records rather than anecdotal claims.
Mintel GNPD
Mintel GNPD tracks consumer product launches and their attributes across categories and markets. It helps product researchers spot launch patterns and competitor activity without manually collecting packaging information.
The remaining tools in this editorial selection expand into research operations, intelligence gathering, collaboration, and specialized analysis.