Update pages/Steps_Involved_In_DataAnalysis.py

pages/Steps_Involved_In_DataAnalysis.py

@@ -99,4 +99,30 @@ st.subheader("VISUALIZATION:")
 st.markdown("""After the (EDA) we will be getting the insights these are represented by using
 wide range of visualization technique’s. Or can be represented as a Dash Board.
 """,unsafe_allow_html=True)
+st.header("Scenario-2")
+st.markdown("""In this scenario we will not be having any sort of problem statement . Hence we have our own
+flexibility to create our own problem statement by analyzing the data. Following steps are
+given below.
+""",unsafe_allow_html=True)
+st.header("Here 'DATA' is given")
+st.subheader("SIMPLE EXPLORATORY DATA ANALYSIS:")
+st.markdown("""In order to check weather the given data has any
+impurities we will go for simple (EDA). Which will say weather the given data has any
+impurities or not. If the given data doesn’t have any impurities then directly go for whole
+(EDA) or else go for pre-processing.""",unsafe_allow_html=True)
+st.subheader("PRE-PROCESSING:")
+st.markdown(""" If the given data has any sort of impurities then this raw data is being
+cleaned. Pre-Processing involves Data Cleaning, Transforming the data etc.""",unsafe_allow_html=True)
+st.subheader("EXPLORATORY DATA ANALYSIS:")
+st.markdown(""" After Pre-Processing complete (EDA) is performed on data. By
+once performing this (EDA) we will be getting the complete insights from the given data. After
+getting the clear knowledge on data. We have to create our own problem statement.""",unsafe_allow_html=True)
+st.subheader("PROBLEM STATEMENT:")
+st.markdown("""After creating our own problem statement we have to clearly analyze
+our problem statement.""",unsafe_allow_html=True)
+st.markdown("""After the above step we have to perform all the steps involved in scenario-1. And in this
+scenario-2 we have our own liberty. Like we can remove some of the steps in scenario-1 if they
+are not required. For example if the data is good and it is suitable for problem statement then
+we can skip (simple(eda), pre-processing,(eda)) and go for visualization. If the data is not
+suitable we can perform all the steps in scenario-1.""",unsafe_allow_html=True)