RocketFan / traffic-monitoring

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Choose columns for anomalies detection #16

Open RocketFan opened 10 months ago

RocketFan commented 10 months ago

C1 - traffic intensity C2 - traffic intensity (for tourists) C3, C4 - useless, but it depends on conclusions from #17 C5, C6, C7, C8 - difference of it can suggest traffic jam and together can show movement in the grid C9, C10 - useless, because often people always have activated data connection C11 - can help with detection of road accidents C12, C13 - depends on the meaning D1 - probably only noise for model E1 - can be compared with C11, to assurance of traffic accident E2, E3, E4, E5 - probably noise, but anomaly model can detect some interesting connections in the future E6 - hard to deal and interpret with applications data E7, E8, E9 - to detect traffic jam and identify E10 - depends on the meaning