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box","type":"text","marks":[{"type":"textColor","attrs":{"color":"#b7b7b7"}},{"type":"strike"}]}]}]}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"States that don’t have existing data input, processing and visualization solutions","type":"text","marks":[{"type":"textColor","attrs":{"color":"#b7b7b7"}},{"type":"strike"}]}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Can setup cQube through a SI and get data processing, visualization and nudges out of the box","type":"text","marks":[{"type":"textColor","attrs":{"color":"#b7b7b7"}},{"type":"strike"}]}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Can leverage NDEAR reference data input tools - SARAL, Shiksha","type":"text","marks":[{"type":"textColor","attrs":{"color":"#b7b7b7"}},{"type":"strike"}]}]}]}]}]}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"The high level architecture for cQube Ed has been finalized ","type":"text","marks":[{"type":"strong"},{"type":"textColor","attrs":{"color":"#b7b7b7"}},{"type":"strike"}]}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Spec-based architecture has been created for cQube Ed v5.0 with API-first design consideration","type":"text","marks":[{"type":"textColor","attrs":{"color":"#b7b7b7"}},{"type":"strike"}]}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"There are 5 blocks: Ingestion > Processing > Storage > Visualisation > Insight & Action Adapter","type":"text","marks":[{"type":"textColor","attrs":{"color":"#b7b7b7"}},{"type":"strike"}]}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"All the blocks can be used individually and as an end-to-end solution by the state adopters","type":"text","marks":[{"type":"textColor","attrs":{"color":"#b7b7b7"}},{"type":"strike"}]}]}]}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Problem Statement","type":"text","marks":[{"type":"strong"},{"type":"textColor","attrs":{"color":"#008da6"}}]}]},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Governments usually collect a large amount of administrative data (especially in the education context), mostly for routine reporting and compliance purposes. Many countries have recently begun finding more advanced and useful ways of leveraging these data sets to allocate resources better, measure success, and improve government-administered programs' efficiency. However, a lot of state governments in the country still operate on anecdotal rather than data-backed decision making due to some key challenges:","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Data Quality:","type":"text","marks":[{"type":"strong"}]},{"text":" Data sets are useful when they are accurate and reliable. When data points are inaccurate, missing, or poorly defined, the information is less useful. In most of the state governments, the data collected is isolated and unstructured.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Data Accessibility: ","type":"text","marks":[{"type":"strong"}]},{"text":"Outdated technology can make it difficult for governments to extract their data in a usable format. And when contractors control computer systems, states may not even own their data or lack the technical expertise to use it.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Data Usage: ","type":"text","marks":[{"type":"strong"}]},{"text":"Data, if available, should be used and leveraged to improve performance. Even if some states have structured and accurate data, there are either no dashboards to analyze the data or the dashboards are very difficult to interpret. If some information can be interpreted from the available data, there is always a gap between information and action by the user.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Data Sharing","type":"text","marks":[{"type":"strong"}]},{"text":": Data sets are most valuable when shared across programs or agencies and combined with other data sets to get new insights. However, many agencies are not competent to maintain interoperable datasets. They also face uncertainty about how to comply with privacy laws or share data while keeping it secure, limiting the insights gleaned from the data.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Expert Staffing","type":"text","marks":[{"type":"strong"}]},{"text":". To use data effectively, governments need staff members to understand the technical skills to manage and analyze data. These members are in short supply leading to issues related to data usage.","type":"text"}]}]}]},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"These challenges become a hindrance for the state governments in implementing effective review and monitoring processes, which in result also affect the government-administered programs' efficiency. ","type":"text"}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"cQube Ed","type":"text","marks":[{"type":"strong"},{"type":"textColor","attrs":{"color":"#008da6"}}]}]},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"cQube","type":"text","marks":[{"type":"strong"}]},{"text":" is envisioned as a ready-to-use/pre-packaged, configurable, and extendable solution to enable observability and action towards effective policy implementation in education and other sectors, involving various stakeholders across govt, society, and private sectors","type":"text"}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"cQube Ed","type":"text","marks":[{"type":"strong"}]},{"text":" is a pre-packaged solution for education with 120+ pre-defined actionable indicators & insights like attendance, assessment etc. It acts as an accelerator for states in fast tracking their VSK journeys.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"cQube can be extended to other domains as well, similar to education through a domain specific configuration layer.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Design Principles:","type":"text","marks":[{"type":"strong"},{"type":"textColor","attrs":{"color":"#008da6"}},{"type":"underline"}]}]},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"cQube is based on the following design principles:","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Solution: ","type":"text","marks":[{"type":"strong"}]},{"text":"cQube is neither a tool nor a platform. It is a ready-to-use/pre-packaged, configurable, and extendable solution to enable observability and action towards effective policy implementation in education and other sectors, involving various stakeholders across govt, society, and private sectors","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Education-specific: ","type":"text","marks":[{"type":"strong"}]},{"text":"A pre-packaged solution of cQube for education, ","type":"text"},{"text":"cQube Ed","type":"text","marks":[{"type":"em"}]},{"text":", comes with a set of predefined actionable indicators and insights which are specific to education. For eg: the metrics could be related to attendance, enrolment, assessments etc. The schema for data ingestion will also be defined for edu-specific indicators.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Based in Indian Context: ","type":"text","marks":[{"type":"strong"}]},{"text":"cQube is based in the Indian context, implying that the jurisdictions and hierarchies will be defined accordingly. For eg: The hierarchy for cQube Ed will be as follows - State > District > Block > Cluster > School > Class..","type":"text"}]}]}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Use Cases","type":"text","marks":[{"type":"strong"},{"type":"textColor","attrs":{"color":"#008da6"}}]}]},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"The major use cases envisaged to be unlocked through cQube Ed are as follows:","type":"text"}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Decentralized Observability:","type":"text","marks":[{"type":"strong"},{"type":"underline"}]}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Situation:","type":"text","marks":[{"type":"strong"}]},{"text":" The State Project Director and other field officers (District / Block / Cluster Officers, HM / Principal / Teacher) wish to review the indicators for their jurisdiction (blocks / clusters, schools, classes) in order to improve the overall performance.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Present (with no implementation of cQube Ed): ","type":"text","marks":[{"type":"strong"}]},{"text":"The State Project Director and other field officers go to different dashboards to review different indicators. One dashboard tells the performance on teacher mentoring, another tells the performance on student attendance and so on. The officers conducting the review open each dashboard (if they are able to find all) and review one indicator per dashboard.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Even when they go to a particular dashboard, the officers always need to select the district / block / cluster whose performance needs to be seen for that particular indicator.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Future (with implementation of cQube Ed):","type":"text","marks":[{"type":"strong"}]},{"text":" At a monthly state review meeting in Uttar Pradesh’s education department, the State Project Director opens a single dashboard on his screen. While reviewing all indicators on the same dashboard, he spots that Varanasi is a bottom performer in terms of student assessment performance in recently-conducted SA1 exams. He tells the district officer during the meeting to review the blocks under him immediately with respect to this indicator. ","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"The District officer of Varanasi quickly opens the dashboard for Varanasi on her phone during the meeting itself and looks at the indicator showing student performance in SA1. She quickly identifies the blocks that need to take corrective action from the chart shown, shares this information on the WhatsApp group with all the block officers and calls for an in-person review meeting the next day to discuss the next steps for improvement on this indicator. As suggested on the VSK dashboard, she also sends a nudge through the VSK dashboard to all of these block officers which need improvement. ","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"As the respective block officers receive the nudge on their devices from the VSK dashboard, they identify the clusters within their block on the VSK dashboard where this indicator has been low and follow the same process as the district officer with all the cluster officers. The cluster officers then review the schools under them and speak to the HMs / Principals regarding the specific issue. The HMs / Principals then discuss the issue regarding low student performance in SA1 with specific teachers for their classes. ","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"As a result, key learning outcomes that need to be addressed in each classroom by the teachers are identified and become a focus in the teaching-learning process for the next few months in order to achieve improvement in student assessment performance in the next set of exams.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Solution","type":"text","marks":[{"type":"strong"}]},{"text":": cQube Ed will allow these field education officers to view & share personalized dashboards and insights to conduct review and monitoring effectively and take data-backed decisions. cQube Ed will also enable these officers to send & receive nudges if there is a dip in performance with specific actionables.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Configurability:","type":"text","marks":[{"type":"strong"},{"type":"underline"}]}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Situation:","type":"text","marks":[{"type":"strong"}]},{"text":" A new program on tablet-based learning (e-Adhigam) has been launched in the state of Haryana. The state admin (head / nodal officer of VSK in the state education department) has been asked by the SPD to ensure that the following metric is being reviewed across the state at all levels (district / block / cluster etc.) on VSK: ‘Number of students using tablets daily’.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Present (with no implementation of cQube Ed): ","type":"text","marks":[{"type":"strong"}]},{"text":"If no data is being collected, the state admin asks for data in a specific format from all districts (usually sent as CSVs) which is then collated and interpreted.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Assuming that the required data for this indicator is being collected in a structured manner, the State Admin would give the requirements to the State Technical Team (NIC, if no state tech team exists) to add this indicator in the following manner:","type":"text"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Indicator: Total Number of unique students who are using tablets daily","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Type of Chart to be created: Table","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Dashboard where chart should be included: New Dashboard to be created ‘e-Adhigam’","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Dashboard should contain filters like Year & Month","type":"text"}]}]}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Post multiple calls to understand the requirement, the state tech team would be able to create this chart in around 2-3 weeks (if all goes well), post which the reviews will be initiated on this indicator.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Future (with implementation of cQube Ed):","type":"text","marks":[{"type":"strong"}]},{"text":" As soon as there is a requirement for a new indicator, the state admin speaks to the state tech team to add this data point to the VSK. The tech team will then modify the adapter within a few hours to add this new data point as an event to the ingestion block of cQube Ed.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Once the dataset has been connected to VSK, the state admin can define the chart type, colors and positioning of the chart on the dashboard through the admin console.","type":"text"}]},{"type":"paragraph","attrs":{"localId":null},"marks":[{"type":"indentation","attrs":{"level":1}}],"content":[{"text":"Solution","type":"text","marks":[{"type":"strong"}]},{"text":": cQube Ed will allow the state admins to add an indicator or an insight within a day through an intuitive and easy-to-use admin console. ","type":"text"}]},{"type":"heading","attrs":{"level":1,"localId":null},"content":[{"text":"1. Terminologies","type":"text","marks":[{"type":"strong"},{"type":"textColor","attrs":{"color":"#008da6"}}]}]},{"type":"paragraph","attrs":{"localId":null}},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Adopter - ","type":"text","marks":[{"type":"strong"}]},{"text":"Leadership / Decision Makers who plan to and leverage cQube Ed","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Domain","type":"text","marks":[{"type":"strong"}]},{"text":" - Area of interest and expertise that we are working on. Eg: Health, Education, etc.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Input Sources ","type":"text","marks":[{"type":"strong"}]},{"text":"- Any input data sources that adopters use. Eg: Database (MIS, SQL, NoSQL) and Google Sheets / Excel / CSV, adopter applications","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Management Information System (MIS)","type":"text","marks":[{"type":"strong"}]},{"text":" - A data store that houses all the raw data of adopter organizations to generate events","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Ingestion","type":"text","marks":[{"type":"strong"}]},{"text":" - A system where all the data from input sources reach as the first step","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Adapter ","type":"text","marks":[{"type":"strong"}]},{"text":"- Generates events from MIS / any other input source and pushes them to cQube Ed through an API","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Dataset","type":"text","marks":[{"type":"strong"}]},{"text":" - High-level data which is computed by aggregating events. It is a data representation of the indicator. Datasets are persistent within cQube Ed. A dataset is created for at least one indicator. This has been explained in detail with examples in ","type":"text"},{"text":"this","type":"text","marks":[{"type":"link","attrs":{"href":"#suc7ulkv254l","__confluenceMetadata":null}},{"type":"textColor","attrs":{"color":"#1155cc"}},{"type":"underline"}]},{"text":" section","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Indicator ","type":"text","marks":[{"type":"strong"}]},{"text":"-","type":"text"},{"text":" ","type":"text","marks":[{"type":"strong"}]},{"text":"A visual representation of a dataset(s). Eg: District-wise average attendance %. ","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Event ","type":"text","marks":[{"type":"strong"}]},{"text":"-","type":"text"},{"text":" ","type":"text","marks":[{"type":"strong"}]},{"text":"A data structure that records an occurrence at a particular time for an entity (eg: school, etc). It is a combination of simple data types (eg: integer, varchar, etc.). An event should always contain a column/set of columns that helps you calculate the Indicator. A table with a timestamp doesn’t necessarily mean that it is an event; it should contribute to either aggregation or filtering of the dataset. This has been explained in detail with examples in ","type":"text"},{"text":"this","type":"text","marks":[{"type":"link","attrs":{"href":"#suc7ulkv254l","__confluenceMetadata":null}},{"type":"textColor","attrs":{"color":"#1155cc"}},{"type":"underline"}]},{"text":" section. Additional details are in ","type":"text"},{"text":"this","type":"text","marks":[{"type":"link","attrs":{"href":"#_u36fxisfidgb","__confluenceMetadata":null}},{"type":"textColor","attrs":{"color":"#1155cc"}},{"type":"underline"}]},{"text":" section.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Allowed Data Types","type":"text","marks":[{"type":"strong"}]},{"text":" - SQL compliant data types found and supported across most RDBMS implementations.","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Numeric data types such as int, tinyint, bigint, float, real, etc.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Date and Time data types such as Date, Time, Datetime, etc.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Character and String data types such as char, varchar, text, etc.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Unicode character string data types, for example nchar, nvarchar, ntext, etc.","type":"text"}]}]}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"PII","type":"text","marks":[{"type":"strong"}]},{"text":" - Personal Identifiable Information","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Data Processing","type":"text","marks":[{"type":"strong"}]},{"text":" - Processing involves: ","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Transformation","type":"text","marks":[{"type":"em"}]},{"text":" of ","type":"text"},{"text":"Events","type":"text","marks":[{"type":"em"}]},{"text":" to data that updates datasets - ","type":"text"},{"text":"Transformation ","type":"text","marks":[{"type":"em"}]},{"text":"happens through a transformer: ","type":"text"},{"text":"f(eventDetails, ","type":"text","marks":[{"type":"em"}]},{"text":"eventSchema","type":"text","marks":[{"type":"link","attrs":{"href":"https://github.com/Samagra-Development/cQube_specs/blob/main/event.json","__confluenceMetadata":null}},{"type":"em"},{"type":"textColor","attrs":{"color":"#1155cc"}},{"type":"underline"}]},{"text":", ","type":"text","marks":[{"type":"em"}]},{"text":"datasetSchema","type":"text","marks":[{"type":"link","attrs":{"href":"https://github.com/Samagra-Development/cQube_specs/blob/main/cube.json","__confluenceMetadata":null}},{"type":"em"},{"type":"textColor","attrs":{"color":"#1155cc"}},{"type":"underline"}]},{"text":", dimesionConfig) = [array of columns]","type":"text","marks":[{"type":"em"}]}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Updating datasets","type":"text"}]}]}]}]}]},{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Processing in cQube Ed is done on the ","type":"text"},{"text":"event(s) ","type":"text","marks":[{"type":"strong"}]},{"text":"being emitted.","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Dimension - ","type":"text","marks":[{"type":"strong"}]},{"text":"Dimensions describe events. ","type":"text"},{"text":"[image]","type":"text","marks":[{"type":"link","attrs":{"href":"https://i.stack.imgur.com/aB9k9.jpg","__confluenceMetadata":null}},{"type":"textColor","attrs":{"color":"#1155cc"}},{"type":"underline"}]},{"text":" This has been explained in detail with examples in ","type":"text"},{"text":"this","type":"text","marks":[{"type":"link","attrs":{"href":"#suc7ulkv254l","__confluenceMetadata":null}},{"type":"textColor","attrs":{"color":"#1155cc"}},{"type":"underline"}]},{"text":" section","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Transformer ","type":"text","marks":[{"type":"strong"}]},{"text":"- Operation / Function being performed on an event & dimension to process them into a dataset. This has been explained in detail with examples in ","type":"text"},{"text":"this","type":"text","marks":[{"type":"link","attrs":{"href":"#suc7ulkv254l","__confluenceMetadata":null}},{"type":"textColor","attrs":{"color":"#1155cc"}},{"type":"underline"}]},{"text":" section","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Visualization","type":"text","marks":[{"type":"strong"}]},{"text":" - A functional block that focussed on rendering data","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Charts","type":"text","marks":[{"type":"strong"}]},{"text":" - A ","type":"text"},{"text":"single","type":"text","marks":[{"type":"em"}]},{"text":" sheet of information in the form of a table, graph, or diagram","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Dashboard","type":"text","marks":[{"type":"strong"}]},{"text":" - A ","type":"text"},{"text":"collection","type":"text","marks":[{"type":"em"}]},{"text":" of charts","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Dashboard","type":"text","marks":[{"type":"strong"}]},{"text":" ","type":"text"},{"text":"Organizer","type":"text","marks":[{"type":"strong"}]},{"text":" - A WYSIWYG editor that allows the placement of charts","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Insight","type":"text","marks":[{"type":"strong"}]},{"text":" - An actionable comprehension of certain data and visualizations","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Action Adapters","type":"text","marks":[{"type":"strong"}]},{"text":" - A type of written communication to disseminate information in order to encourage or persuade someone to do something in a certain way","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","attrs":{"localId":null},"content":[{"text":"Plugins","type":"text","marks":[{"type":"strong"}]},{"text":" - An external or internal component that ","type":"text"},{"text":"adds ","type":"text","marks":[{"type":"em"}]},{"text":"functionality to vanilla cQube Ed. 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