{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Data Science Tech Brief By HackerNoon","title":"Teaching Funnels To Understand Non-Linear Customer Journeys","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/4bf6d320\"></iframe>","width":"100%","height":180,"duration":1061,"description":"\n        This story was originally published on HackerNoon at: https://hackernoon.com/teaching-funnels-to-understand-non-linear-customer-journeys.\nLinear funnels miss branching journeys, competing goals and abandoned paths. A graph-based framework can model customer behaviour more accurately.\nCheck more stories related to data-science at: https://hackernoon.com/c/data-science.\n            You can also check exclusive content about #data-engineering, #funnel-analytics, #customer-journey-analytics, #attribution-modelling, #directed-acrylic-graphs, #networkx, #yaml-configuration, #conversion-analytics,  and more.\nThis story was written by: @rahuln. Learn more about this writer by checking @rahuln's about page,\n            and for more stories, please visit hackernoon.com.\nTraditional funnel analytics forces irregular customer journeys into fixed sequences. GoalFlow instead represents milestones as a graph and generates reusable pipelines from structured definitions, although its anchoring rules and route metrics need clearer and internally consistent explanations.","thumbnail_url":"https://img.transistorcdn.com/8VxAgS1Ll3FJEERcAdhFdqqXJMnE7OfD2RUvrjauLt0/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjY4LzE2ODM1/ODI1ODUtYXJ0d29y/ay5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}