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Exercise2_​SHARED-DataScreening2026

Invoice data:
https://www.lappeenranta.fi/fi/Palvelut/Paatoksenteko-ja-talous/Kaupunkitutkimus/Avoin-data/Data-aineistot/Kaupungin-ostolaskut
Licence: CC-BY
Supplier data: Amadeus (via LUT library)

Data Input
Data manipulation and enrichment
Views into data set
Data manipulation by screening
Visuals (Views/Local(Swing))
Data enrichment by extracting existing fields (e.g. Time)

[OPTIONAL INTEGRATION ] Power BI interface for web reporting.
The node send the datatable to Power Bi Cloud -platform where custom reports and appplication can be deployed. Note! Each time you close the Knime / connection, you MUST also reset the authentication node. (Right click node -> Reset OR Select node -> Press F8)






WARNING! You must double-check that your data DO NOT contain any sensitive information that cannot be transferred, stored, published or other ways handeled in the public clouds. Therefore, check first the data manegent guideline of your organisation and General Data Protection Regulation (GDPR) rules and any other possible regulations for information management to assure legal compliance of the intented operation. The owner of the user account applied in the authentication phase is always reponsible for actions violating given quidelines, service agreement or legislation.

Manually upload .CSV data to Power BI app. (https://app.powerbi.com/)

  • Set ; to column delimitter.

  • Use utf-8 encoding.

Use this approach in 4th period project work because Microsoft authentication (below) may not work with student@lut accounts. After the file is created.

  1. Go to Power BI --> Home --> New report

  2. Get data --> Drag&Drop file (Created by csv writer) --> Next

  3. Select table --> Press create report --> Name for report

  4. Go to My Workspace --> Stored data / Semantic model --> Click three dots --> Create Report

  5. Start visualize data

Microsoft Authenticator
Data Import Component
Create Pie ChartRight-click open view
Pie Chart
Data Manipulation Component
Translate field labels FI-EN
Overview to numericals
Statistics
Rename "Op Rev" --> Revenue
Column Renamer
Date&Time Part Extractor
Add "Q"-prefix to quarter values
String Manipulation
Create ScatterRight-click open view
Scatter Plot (legacy)
Send to Power BI
CSV Writer
Set color by attribute value
Color Manager
Fix date field
String Manipulation
Remove incomlete rows (If no influence on interpretation)
Missing Value
KNIME JavaScript Views (Labs) extensionViews to numerical values
Data Explorer
Row Filter
Nominal values in a single column
Value Counter
String to Date&Time

Nodes

Extensions

Links