Update assignment1.md

assignments/assignment1.md

@@ -12,7 +12,7 @@
 - Working with Pandas
 
 ## Description:
-You are given with a dataset of weather in the form of a JSON file. The end goal of the project is to create an API interface that will provide the following: 
+You are given with a dataset of an inspection company in the form of a JSON file. The end goal of the project is to create an API interface that will provide the following: 
 
 1. Business name with maximum number of "`Violation Issued`".
 2. Business name that has no violation.
@@ -52,3 +52,34 @@ https://fastapi.tiangolo.com/advanced/custom-response/#fileresponse
 https://pymongo.readthedocs.io/en/stable/
 
 
+_________________________________
+
+## Task 2: Working with Timeseries
+
+
+## Areas covered:
+- Timeseries Operation
+- Working with Timeseries
+- Working with Pandas
+
+## Description:
+You are given with a dataset of weather in the form of a CSV file. The end goal of the project is to create an API interface that will provide the following: 
+
+1. Get daily, monthly, weekly and monthly aggregate (min, max, and average) of the data and generate report in Excel format.
+
+Sample Document:
+
+|Date                         |Time         |CO(GT)|PT08.S1(CO)|NMHC(GT)   |C6H6(GT)|PT08.S2(NMHC)|NOx(GT)|PT08.S3(NOx)|NO2(GT)|PT08.S4(NO2)|PT08.S5(O3)|T   |RH  |AH    |
+|-----------------------------|-------------|------|-----------|-----------|--------|-------------|-------|------------|-------|------------|-----------|----|----|------|
+|10/03/2004                   |18:00:00     |2.6   |1360       |150        |11.9    |1046         |166    |1056        |113    |1692        |1268       |13.6|48.9|0.7578|
+
+
+### Tools to use: 
+1. Pycharm / VSCode
+2. Pandas 
+
+### Reference:
+https://kairosdb.github.io/docs/restapi/QueryMetrics.html
+https://pypi.org/project/kairosdb-python/
+
+