This is why, as with Synthetic Data Showcase (opens in new tab), we use Power BI to create visual interfaces for interactively exploring and explaining sets of candidate insights in the context of other real-world data sources, like UN SDG indicators (opens in new tab) on established ...
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I need to reshape a World Development Indicators dataset. Currently, it is organized as follows. country var year2000 year2001 year2002 Angola GDP 100 102 104 Angola Export 20 21 20 Algeria GDP 200 202 204 Algeria Export 10 11 10 country and var are string variables. The dataset has 26500...
BMJ Glob Health 2(2):e000265. https://doi. org/10.1136/bmjgh-2016-000265Raykar NP, Ng-Kamstra JS, Bickler S, et al. New global surgical and anaesthesia indicators in the World Development Indicators dataset. BMJ Glob Health 2017;2:e000265....
Our predicting approaches fit past dynamics considering CO2 emissions, EC metrics, and socioeconomic indicators. However, national emissions may be affected by future black swans that are not in the current training dataset (e.g., a new pandemic or unprecedented green policies in some countries),...
In addition to the trajectory data, we incorporate additional details such as lane identifiers, surrounding vehicles, key performance indicators (KPIs) such as time-to-collision (TTC) and time-headway (THW), as well as lane coordinate data using our advanced enrichment algorithms. The enhancement ...
You can find several examples in theexamples subfolderwith code showcasing how to load and analyze the data for several programming environments. If you want the short version, here are a few snippets to get started. BigQuery This dataset is part of theBigQuery Public Datasets Program, so you...
indicators, especially those of speed, were considered and inputted to the models, their weights were still not assessed, and this greatly limits the practical application of the models. In addition, climate factors have been proved to be highly related to fuel consumption rate, but they are ...
For each CP, we calculate the key performance indicators (KPIs) charging events per week and average event duration. Furthermore, the overall recording time for each charging point is determined. This parameter may vary as more data sources were gradually added over time to the data set, and ...
Recently, there have been major advances in methods that allow the quantification of air pollution-related indicators to track progress towards the Sustainable Development Goals and that expand the evidence base of the impacts of air pollution on health. Despite efforts to reduce air pollution in ...