1. Open Source Business Intelligence

2. SpagoBI: a definition SpagoBI is an integration platform for enterprise BI solutions, entirely developed in FOSS philosophy

7. SpagoBI architecture SpagoBI 2.1 Architecture

8. Integration Platform Analytical Model Analytical Engines Management Tools

10. SpagoBI – Analytical Model in action

13. SpagoBI – Behavioural Model in action

14. SpagoBI – Behavioural Model in action

15. SpagoBI – Behavioural Model in action

23. SpagoBI for the end-user SpagoBI 2.1 End-user functionalities

24. SpagoBI 2.1 - Reporting

25. SpagoBI 2.1 - Reporting Template File Parameters Report Engine A typical reporting system

26. SpagoBI 2.1 - Reporting

27. SpagoBI 2.1 - Reporting

28. SpagoBI 2.1 - Reporting

29. SpagoBI 2.1 – Reporting and behavioural model

30. SpagoBI 2.1 – Reporting and behavioural model

31. SpagoBI 2.1 - OLAP

32. SpagoBI 2.1 - OLAP A typical OLAP system Olap Client Com. API Com. API Com. Protocol Olap Server Data Storage MONDRIAN JPIVOT

33. SpagoBI 2.1 – OLAP functionalities

34. SpagoBI 2.1 – OLAP functionalities

35. SpagoBI 2.1 – OLAP functionalities

36. SpagoBI 2.1 – OLAP functionalities

37. SpagoBI 2.1 - GEO

38. SpagoBI 2.1 – GEO Analysis GEO Analysis is ... ... a visual representation of some spatial data (typically a geographic map) whose elements, usually called geographical features, are enriched with some graphical information (typically colours) based on the value of some KPI related to the spatial element.

39. SpagoBI 2.1 – GEO Analysis GEO spatial data: basic concepts - features - attributes - layers - maps

40. SpagoBI 2.1 – GEO Analysis Geographic features are ... ... geometric entities like points, lines and polygons that can have a graphical representation. Geographical features are usually related to some existing entity in the real world like, for example, cities, streets and regions. point line polygon

41. SpagoBI 2.1 – GEO Analysis Geographic attributes are ... ... properties related to some geographical features like for example id, name, population, length, ecc ... POINT ( Id: MI Name:Milan State: Italy Region:Lombardia Area: 182 km2 ) LINE ( Id: H101 Name:101 Length: 500 km Type: Freeway ) POLYGON ( Id: IT Name:Italy Population 51M Capital: Rome )

42. SpagoBI 2.1 – GEO Analysis Layers are ... ... group of features, usually of the same geometric type and usually related to the same kind of real world entities. Italy Regions' layer: groups together all the polygonal type features related to regions of Italy

43. SpagoBI 2.1 – GEO Analysis Maps are ... ... a portrayal of geographic information as a digital image file suitable for display on a computer screen. A map is not the data itself. … usually built as a composition of different geographical layers

44. SpagoBI 2.1 – GEO Engine goal GEO Analysis GOAL is ... ... build a bridge between geo-spatial data and datawarehouse informations

45. SpagoBI 2.1 – GEO Analysis GEO spatial data: out of scope - Web Map Server : a system capable of producing maps from geographic information - Web Feature Service : a service whose interface allows to request for geographical features - Geographical Information System : a system for capturing, storing, analyzing and managing data and associated attributes

46. SpagoBI 2.1 – GEO Analysis GEO Dimension - is part of the data warehouse - is the link between the business data and the geo data - is structured into one or more hierarchies

47. SpagoBI 2.1 – GEO in action

48. SpagoBI 2.1 – GEO in action

49. SpagoBI 2.1 – GEO in action

50. SpagoBI 2.1 – Charts

51. SpagoBI 2.1 – Bar charts

52. SpagoBI 2.1 – Dial charts

53. SpagoBI 2.1 – Pie charts

54. SpagoBI 2.1 – Box charts

55. SpagoBI 2.1 – Charts in action

56. SpagoBI 2.1 – Dashboards

57. SpagoBI 2.1 – Dashboards: Rotate

58. SpagoBI 2.1 – Dashboards: Live Line

59. SpagoBI 2.1 – Dashboards in action

60. SpagoBI 2.1 – Composite Document

62. SpagoBI 2.1 – Composite document in action

66. SpagoBI 2.1 – KPI

67. SpagoBI 2.1 – KPI for the final user

68. SpagoBI 2.1 – KPI instance details Semaphore Model instance CODE – Model Instance Name Bullet Chart with Thresholds,value and Target KPI value KPI Measure Unit KPI Weight KPI under Alarm control KPI linked to another SpagoBI Document

70. SpagoBI 2.1 – A KPI Model

71. SpagoBI 2.1 – A KPI Data Set

72. SpagoBI 2.1 – A KPI Treshold

73. SpagoBI 2.1 – Cross Navigation

74. SpagoBI 2.1 – Cross Navigation The cross navigation is a mechanism that allows to execute a target document by clicking on an element of a source document, preserving the context of the starting document itself and passing as parameters the relevant data. The target document can be in turn a source document, i.e. you can click on one of its elements and reach a third document, and so on. A breadcrumb keeps track of the sequence of opened documents; the user can return to a previously opened document by clicking on an element of the breadcrumb itself.

75. SpagoBI 2.1 – Cross Navigation in Reporting

76. SpagoBI 2.1 – Cross Navigation in GEO

77. SpagoBI 2.1 – Query by Example

78. SpagoBI 2.1 – QbE in action

79. SpagoBI 2.1 – QbE in action

80. SpagoBI 2.1 – QbE in action

81. SpagoBI 2.1 – QbE in action

82. SpagoBI 2.1 – QbE in action

83. SpagoBI 2.1 – QbE in action

84. SpagoBI 2.1 – Analyitical Dossier

85. SpagoBI 2.1 – Analyitical Dossier

86. SpagoBI 2.1 – Analytical Dossier

87. SpagoBI 2.1 – Analytical Dossier

88. SpagoBI 2.1 – Data Mining

89. SpagoBI 2.1 – Data Mining Data mining is ... ... the nontrivial extraction process of implicit, previously unknown, and potentially useful knowledge from massive amount of data

90. SpagoBI 2.1 – Data Mining SpagoBI has a data mining engine based on WEKA library called SpagoBIWekaEngine With SpagoBIWekaEngine it is possible to execute mining processes defined visually using WEKA's KnowledgeFlow Designer The output quality of a mining process can be than further investigate using others SpagoBI's analytical engines such as reporting engines

91. SpagoBI 2.1 – Data Mining SpagoBI have one data mining engine based on WEKA library called SpagoBIWekaEngine With SpagoBIWekaEngine it is possible to execute mining processes defined visually using WEKA's KnowledgeFlow Designer The output quality of a mining process can be than further investigate using others SpagoBI's analytical engines such as reporting engines

92. SpagoBI 2.1 – Data Mining SpagoBI have one data mining engine based on WEKA library called SpagoBIWekaEngine With SpagoBIWekaEngine it is possible to execute mining processes defined visually using WEKA's KnowledgeFlow Designer The output quality of a mining process can be than further investigated using other SpagoBI's analytical engines such as reporting engines

93. SpagoBI 2.1 – ETL

94. SpagoBI 2.1 – ETL ETL is ... ... is a process in data warehousing that involves 1. extracting data from outside sources; 2. transforming it to fit business needs; 3. loading it into the data warehouse. ETL is important, as it is the way data actually gets loaded into the warehouse.

95. SpagoBI 2.1 – ETL SpagoBI has an ETL engine based on Talend called SpagoBITalendEngine With SpagoBITalendEngine it is possible to execute ETL processes defined visually using Talend Open Studio (TOS)‏ Each ETL process registered into the platform can be scheduled using the SpagoBI's Scheduler Portlet and then its execution can be minitoreted using SpagoBI's EventMonitor Portlet

96. SpagoBI 2.1 – ETL SpagoBI have one ETL engine based on Talend called SpagoBITalendEngine With SpagoBITalendEngine it is possible to execute ETL processes defined visually using Talend Open Studio (TOS)‏ Each ETL process registered into the platform can be scheduled using the SpagoBI's Scheduler Portlet and then its execution can be minitoreted using SpagoBI's EventMonitor Portlet

97. SpagoBI 2.1 – ETL SpagoBI have one ETL engine based on Talend called SpagoBITalendEngine With SpagoBITalendEngine it is possible to execute ETL processes defined visually using Talend Open Studio (TOS)‏ Each ETL process registered into the platform can be scheduled using the SpagoBI's Scheduler Portlet and then its execution can be minitoreted using SpagoBI's EventMonitor Portlet

98. SpagoBI for the end-user SpagoBI 2.1 Administrator functionalities

99. SpagoBI for the admin: managing resources

100. SpagoBI for the admin: managing engines

101. SpagoBI for the admin: managing data sources

102. SpagoBI for the admin: managing data sources

103. SpagoBI for the admin: managing functionalities

104. SpagoBI for the admin: managing functionalities

105. SpagoBI for the admin: managing documents

106. SpagoBI for the admin: managing documents

107. SpagoBI for the admin: managing List of Values

108. SpagoBI for the admin: managing analytical drivers

109. SpagoBI for the admin: managing menus