API server of the cs-insights project. This is the main part of storing data and accessing an external data analysis endpoint. It uses a mongoDB instance to store everything and queries the cs-insights-prediction-endpoint to get machine learning results.
Is your feature request related to a problem? Please describe.
The dataset has some missing values, e.g. venue. Also, when the frontend queries the backend using filters some results might have gaps in the data coverage, e.g. the fe/papers/stats endpoint does not return 0's for years without papers/citations.
Describe the solution you'd like
Fill all missing values with "NA" upon retrieval. Additionally, modify the fe/papers/stats endpoint, so it always returns all years in the selected timeframe, with the years without entries set to 0.
trannel
commented
2 years ago
Is your feature request related to a problem? Please describe. The dataset has some missing values, e.g. venue. Also, when the frontend queries the backend using filters some results might have gaps in the data coverage, e.g. the
fe/papers/statsendpoint does not return 0's for years without papers/citations.Describe the solution you'd like Fill all missing values with "NA" upon retrieval. Additionally, modify the
fe/papers/statsendpoint, so it always returns all years in the selected timeframe, with the years without entries set to 0.