Introduction  

The Raw Material - Data   

Data Types and Format

How to use this book

Part One: Bare Analytics   

1: Business Experiments / Experimental Design / AB testing

2: Visual Analytics  

3: Correlation Analysis

4: Scenario Analysis 

5: Forecasting / Time Series Analysis  

6: Data mining

7: Regression Analysis

8: Text Analytics

9: Sentiment analysis

10: Image Analytics 

11: Video Analytics

12: Voice Analytics

13: Monte Carlo Simulation  

14: Linear Programming

15: Cohort Analysis  

16: Factor analysis

17: Neural Network Analysis

18: Meta Analytics - Literature Analysis   

The Part II: Analytics Input Tools or Data Collection Methods

19: Quantitative Surveys  

20: Qualitative Surveys

21: Focus Groups  

22: Interviews

23: Ethnography

24: Text Capture

25: Image Capture

26: Sensor Data

27: Machine data capture  

Part Three: Financial Analytics  

28: Predictive sales analytics

29: Customer Profitability analytics 

30: Product Profitability analytics

31: Cashflow analytics

32: Value Driver Analytics

33: Shareholder value analytics

34: Risk Reward Analytics

35: Unmet need analytics  

36: Market Size Analytics  

37: Demand Forecasting

38: Market Trend Analytics  

39: Non-customer analytics 

40: Competitor analytics

41: Pricing analytics 

42: Marketing channel analytics

43: Brand Analytics  

Part Five: Customer Analytics

44: Customer satisfaction analysis 

45: Customer Lifetime Value Analytics

46: Customer segmentation analytics  

47: Sales Channel Analytics 

48: Web Analytics  

49: Social Media Analytics

50: Customer Engagement Analytics

51: Customer Churn Analytics  

52: Customer acquisition analytics  

Part Six: Employee Analytics

53: Capability Analytics  

54: Capacity Analytics

55: Employee Churn Analytics  

56: Recruitment channel analytics  

57: Competency acquisition analytics

58: Employee Performance Analytics

59: Corporate culture analytics

60: Leadership Analytics   

Part Seven: Operational Analytics

61: Fraud Detection Analytics

62. Core Competency Analytics

63: Supply Chain Analytics  

64: Lean Six Sigma Analytics

65. Capacity Utilisation Analytics

66: Project and Program Analytics 

67. Environmental Impact Analytics

68: Corporate Social Responsibility (CSR) Analytics

Index

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