Insight from visualizations, Sari Järvinen
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Insight from visualizations Contacts Harri Nurmi Tel. +358 405717753 [email protected] Paula Järvinen Tel. +358 400947453 [email protected] Information visualization • Abstract visualizations from data • Easy to perceive important aspects Data analysis • Statistics, machine learning, data mining Visual analytics • Explanations and answers to questions • Data analysis with interactive and interconnected visualizations Big data processing Visualization Analysis Insight for decision making User interfaces • Visual dashboards • Interactive visual analytic tools Big data management • Data extraction • Pre-processing • Storage • NoSQL/SQL databases • Scalable solutions Building correlations KPI_DistrictHeat_m3 KPI_DistrictHeat_m3_WC KPI_EffectivePower_EEPrice_m3 KPI_EffectivePower_m3 KPI_EffectivePower_m3_00_05 KPI_EffectivePower_m3_05_24 KPI_ServiceWater_m3 K PI_Di s t r ic t Heat_m3 KPI_D ist ric tHeat_m3_W C K PI _ E ff e c t iv ePower _ E E Pr ic e _m3 K PI_Eff ec tiv eP o w e r _m3 KPI _ E ff e ctivePower_m3_00 _ 05 KPI _ E f fect ivePower_ m3 _0 5 _24 KPI_ServiceWater_m3 1 -0.2 0 1 -0.1 -0.2 -0.2 -0.2 1 0.3 -0.2 1 1 1 0 0.3 1 0.2 0.4 0.3 0.3 1 -0.2 0.2 1 -0.1 -0.2 -0.2 -0.1 1 0.4 -0.1 1 1 1 -0.2 1 0.3 -0.2 1 1 1 -0.2 1 0.3 -0.2 1 1 1 -1.0 -0.5 0.0 0.5 1.0 VTT TECHNICAL RESEARCH CENTRE OF FINLAND Arho Virkki Tel. +358 408227620 [email protected]
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Knowledge from data masses with visualizations.
Transcript of Insight from visualizations, Sari Järvinen
Insight from visualizations
ContactsHarri NurmiTel. +358 [email protected]
Paula JärvinenTel. +358 [email protected]
Information visualization• Abstract visualizations from data• Easy to perceive important aspects
Data analysis• Statistics, machine learning, data
mining
Visual analytics• Explanations and answers to questions• Data analysis with interactive and
interconnected visualizations
Big data processing
Visualization
AnalysisInsight
for decision making
User interfaces• Visual dashboards• Interactive visual analytic tools
Big data management• Data extraction• Pre-processing• Storage• NoSQL/SQL databases• Scalable solutions
Building correlations
KPI_D istrictHeat_m3
KPI_D istrictHeat_m3_WC
KPI_EffectivePower_EEPrice_m3
KPI_EffectivePower_m3
KPI_EffectivePower_m3_00_05
KPI_EffectivePower_m3_05_24
KPI_ServiceWater_m3
KPI_Dis trictHeat_m3
KPI_Distric
tHeat_m3_WC
KPI_Effec tiv
ePower_EEPrice_
m3
KPI_Effec tiv
ePow
er_m3
KPI_Effect i
vePower_
m3_00_0
5
KPI_Ef fect i
vePower_
m3_05_24
KPI_Service
Water_m3
1 -0.2 01 -0.1 -0.2-0.2
-0.2 1 0.3-0.2 1 11
0 0.3 10.2 0.4 0.30.3
1 -0.2 0.21 -0.1 -0.2-0.2
-0.1 1 0.4-0.1 1 11
-0.2 1 0.3-0.2 1 11
-0.2 1 0.3-0.2 1 11
-1.0
-0.5
0.0
0.5
1.0
VTT TECHNICAL RESEARCH CENTRE OF FINLAND
Arho VirkkiTel. +358 [email protected]
