{"product_id":"the-online-effect-singh-sanjeev","title":"The Online Effect","description":"\u003cdiv\u003e\n\u003cp\u003eThis Is A Non-Fiction, Data-Driven Account Of Election Forecasting, Exploring How Modern Tools And Social Signals Can Hint At Electoral Outcomes Before Ballots Are Counted. It Chronicles The Collaboration Between A Journalist And A Data Scientist As They Build A Predictive Model, Detailing The Journey From A Bold Idea To A Tested Approach And The Moments Of Insight Along The Way. Designed For Curious Readers—Voters, Data Enthusiasts, And Anyone Interested In Political Analytics—The Tone Is Educational, Accessible, And Quietly Adventurous.\u003c\/p\u003e \u003cp\u003ePresented As A Story-Led Exploration, It Blends Approachable Data-Science Explanations With A Clear Narrative. Readers Follow The Data Gathering, Feature Engineering, Model Building, And Validation Steps, Including How Social Signals From Platforms Like X (Formerly Twitter) Inform The Predictions, All Described In Everyday Language. The Approach Is Distinctive For Its Transparent Methodology—Sharing Data Sources, Rationale, And Checks—So Learning Feels Concrete, Practical, And Accessible For Readers New To Predictive Analytics.\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eReal-World, Step-By-Step Account Of Building A Predictive Model For Elections\u003c\/li\u003e\n\u003cli\u003eConcepts Covered: Data Tools, Predictive Modeling, Social Signals, Ethics, And Data Interpretation\u003c\/li\u003e\n\u003cli\u003eNarrative Style: Engaging, Accessible, Story-Led Explanations In Plain Language\u003c\/li\u003e\n\u003cli\u003eThoughtful Exploration Of What Data Can Reveal And What It Cannot In Political Forecasting\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eAfter Finishing, Readers Gain A Grounded Understanding Of How Data Can Illuminate Political Processes, Enhanced Curiosity About How Information Travels Online, And A Nuanced Appreciation For The Opportunities And Limits Of Predicting Elections In Real Time.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Crossword.in","offers":[{"title":"Default Title","offer_id":46589300080857,"sku":"BK0486564","price":330.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0648\/3066\/9017\/files\/51cDqkX-ZFL.jpg?v=1746586754","url":"https:\/\/www.crossword.in\/products\/the-online-effect-singh-sanjeev","provider":"Crossword.in ","version":"1.0","type":"link"}