Small statistics challenge
Budget: $30 – $250 NZD
You will need to analyse the data contained in the students.json file. This file contains a set of students information regarding a set of collected metrics. The metrics are simple objects with a name. The students objects have a name, and a list of collected metrics results containing a metric reference and a 1-10 value where *1 is low (negative) and 10 is high (positive)*.
You are then need to to create a javascript code that can analyse the data and spot trends. The trends you need to spot are already given and these are:
- Trend1: A user that shows metric value consistently lower than 4.
- Trend2: Current moving average of 3 collections for a metric is lower than 3.
you should be able to provide the trends spotted and the metric information that contribute to these for a single user. In the case a trend is not found for a user, the app should return accordingly or simply ignore the trend for the user.
NOTE: the solution has to be statistical
You are then need to to create a javascript code that can analyse the data and spot trends. The trends you need to spot are already given and these are:
- Trend1: A user that shows metric value consistently lower than 4.
- Trend2: Current moving average of 3 collections for a metric is lower than 3.
you should be able to provide the trends spotted and the metric information that contribute to these for a single user. In the case a trend is not found for a user, the app should return accordingly or simply ignore the trend for the user.
NOTE: the solution has to be statistical