Primary or nothing.
Every quantitative claim traces back to a public filing, a peer-reviewed study, a government dataset, or original analysis. If a number can't be sourced, it doesn't run. If sources disagree, we publish both.
The Clever Edit is a biweekly intelligence publication on women and the workforce. We use primary data — government datasets, peer-reviewed research, and original analysis — to report on the forces that shape women's economic lives. Compensation, leadership, policy, capital, retention, and the structural shifts that move beneath the headlines.
We publish one in-depth issue every two weeks. Every issue ships with a source register documenting every study cited, and one or more interactive data companions. Selected datasets are published in the Data Room under open license. Every quantitative claim is traceable to its original source.
The data on women and work has always existed. What's been missing is the edit.
Annual reports drop once a year and disappear into PDF archives. News coverage moves on after one cycle. The research is scattered — across government databases, academic journals, and consultancy reports that rarely talk to each other.
Nobody was synthesizing it — continuously, rigorously, and in a format that respects both the data and the reader.
The Clever Edit exists to fill that gap. Not with opinions. Not with advice. With intelligence — the kind that changes what people do when they see it. When a woman negotiates differently because she saw the compensation data. When an HR leader redesigns a policy because she saw the attrition pattern. When an investor allocates differently because she saw the return data on women-led firms.
That is what this publication is for.
Every quantitative claim traces back to a public filing, a peer-reviewed study, a government dataset, or original analysis. If a number can't be sourced, it doesn't run. If sources disagree, we publish both.
Every figure ships with the underlying methodology note and a citation chain that runs back to the originating source. Readers who want to verify a finding should be able to.
Headline numbers flatten reality. We look beneath aggregate trends to understand the structures underneath the averages.
Edith Masiku is the founder and editor of The Clever Edit. With a background spanning analytics, economics, and digital product design, her work focuses on women, work, ambition, and the evolving shape of economic life.
Before launching The Clever Edit, Edith spent years helping organizations navigate complex data and decision-making environments. Today, she applies that same analytical rigor and systems-oriented thinking to the economic, cultural, and professional forces reshaping modern work.
She lives in the United States with her dog Zoe, who has attended every editorial meeting to date.
We respond within one business day to verifiable press queries. Underlying datasets are available for re-analysis under embargo.
press@cleveredit.coWe accept anonymous tips through Signal and over an encrypted dropbox. Particularly interested in firm-level disclosures and HRIS exports.
tips@cleveredit.coEditorial content is published under CC BY-NC 4.0 for non-commercial reuse with attribution; datasets under CC BY 4.0. Commercial syndication is licensed separately.
syndication@cleveredit.co