pandas Groupby matrix of one condition based on the other condition bin by time

Question

I have a Dataset like below that divided to two desired group by below condition

Employee No	Event date	Event Description	Quarter	Year
102	2021-10-12	First Hire	Q4	21
103	2021-11-02	First Hire	Q4	21
102	2022-01-01	Terminated	Q1	22
102	2021-12-12	Shift Change	Q4	21
101	2021-12-03	First Hire	Q4	21
103	2021-11-05	Terminated	Q4	21
101	2021-12-04	Terminated	Q4	21
105	2022-02-26	First Hire	Q1	22
106	2022-02-26	First Hire	Q1	22
102	2022-03-29	Second Hire	Q1	22
107	2021-05-04	First Hire	Q2	21
108	2022-04-04	First Hire	Q2	22
109	2022-03-03	Terminated	Q1	22
109	2021-12-29	First Hire	Q4	21
109	2022-04-01	Second Hire	Q2	22
109	2022-01-10	Shift Change	Q1	22

    df = pd.DataFrame.from_dict(
        {
            'Employee No': [102,103,102,102,101,103,101,105,106,102,107,108,109,109,109,109],
            'Event date': ['2021-10-12', '2021-11-02', '2022-01-01', '2021-12-12','2021-12-03','2021-11-05','2021-12-04','2022-02-26','2022-02-26','2022-03-29','2021-05-04','2022-04-04','2022-03-03','2021-12-29','2022-04-01','2022-01-10'],
            'Event Description': ['First Hire', 'First Hire', 'Terminated', 'Shift Change','First Hire','Terminated ','Terminated','First Hire','First Hire','  Second Hire','First Hire','First Hire','Terminated','First Hire','Second Hire','Shift Change'],
            'Quarter': ['Q4', 'Q4', 'Q1', 'Q4','Q4','Q4','Q4','Q1','Q1','Q1','Q2','Q2','Q1','Q4','Q2','Q1'],
'Year': ['21', '21', '22', '21','21','21','21','22','22','22','21','22','22','21','22','22']
        }
    )

# First hired 
cond1 = df["EventDescription"].eq("FirstHire")

# Terminated later after first hired
cond2 = (
   
    df["Event Description"].eq("Terminated")
    & df["employee No"].isin(df.loc[cond1, "employee No"])
)

df[cond2]

I need to visualize as a table (Heatmap or Pivot Table ) distribution for Terminated by quarter and the year at vertical and first Hire at Horizontal by Quarter and the year. the value at each cell will be unique counts of Cond 2 based on cond 1 date Quarter and year . How we can use groupby or crosstab in pandas or any other solution ? Thank you in advance.