{"product_id":"predictive-hr-analytics-text-mining-organizational-network-analysis-with-excel-9781077226906","title":"Predictive HR Analytics, Text Mining \u0026 Organizational Network Analysis with Excel","description":"Predictive HR Analytics, Text Mining \u0026amp; Organizational Network Analysis (ONA) are hot topics and powerful techniques to improve organization effectiveness. Best Buy is able to predict that a 0.1% increase in employee engagement results in an increase of $100,000 in the store's annual income  VoloMetrix found that a salesperson's network size within their company is a more important leading indicator of sales, than the time salespeople spend with customers  You don't need to spend months learning R programming \u0026amp; you don't need to buy expensive SPSS statistical software. This is the \u003cb\u003eonly book that teaches you how to use Microsoft Excel for Predictive HR Analytics, Text Mining \u0026amp; Organizational Network Analysis (ONA)\u003c\/b\u003e with step-by-step print-screen instructions: \u003cbr\u003e\u003cb\u003e1) Predictive HR Analytics: \u003c\/b\u003e Use Excel's Statistical Analysis tools (Decision trees, Correlation, Multiple \u0026amp; Logistic Regression) to run Predictive HR Analytics. You will learn how to predict Ethnic \u0026amp; Gender Diversity's impact on EBIT, predict training's impact on sales revenue, predict employee resignation, predict impact of staff engagement on sales, predict workplace accident, etc.\u003cbr\u003e\u003cb\u003e2) Organizational Network Analysis (ONA): \u003c\/b\u003e Run ONA using Excel's network analysis tool. Learn how to convert an employee's organizational network into a score \u0026amp; then predict if they will be a high-potential (HiPo). You will also learn how to predict employee performance and resignation with ONA graph metrics. E.g. an employee is predicted to be a HiPo with performance rating of \"9\", if his \"Social Network Score\" is \"16\", \"Social Network Diversity Index\" is \"3\" \u0026amp; \"Competency Score\" is \"8\". \u003cbr\u003e\u003cb\u003e3) Text Mining, Sentiment Analysis \u0026amp; Word Clouds: \u003c\/b\u003e Mine text from social network posts, employee engagement surveys \u0026amp; Glassdoor comments, then run Sentiment Analysis using Excel \u0026amp; visualize the insights with \"Word Clouds\". Learn how to predict a company's average employee attrition rate based on its sentiment. E.g. a company's average employee attrition rate is predicted to be 8%, if unemployment rate is 3%, GDP growth is 2%, Glassdoor public sentiment rating is \"5\", and engagement score is \"7\".\u003cbr\u003e","brand":"Independently Published","offers":[{"title":"Default Title","offer_id":50514843697426,"sku":"9781077226906","price":43.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_cd5c01e1-b178-4247-828e-da658efa5979.jpg?v=1730994648","url":"https:\/\/surprise-castle.myshopify.com\/products\/predictive-hr-analytics-text-mining-organizational-network-analysis-with-excel-9781077226906","provider":"Surprise Castle","version":"1.0","type":"link"}