Creating Simple Charts in Python

We Have sample data for creating simple Line graphs. You can use this tutorial to generate CSV.

  TicketID Priority TicketTime Year Month Week Hour
0 TICKET000 Priority-1 2016-01-01 00:00:00 2016 1 53 0
1 TICKET001 Priority-5 2016-01-01 01:00:00 2016 1 53 1
2 TICKET002 Priority-3 2016-01-01 02:00:00 2016 1 53 2
3 TICKET003 Priority-4 2016-01-01 03:00:00 2016 1 53 3
4 TICKET004 Priority-3 2016-01-01 04:00:00 2016 1 53 4
5 TICKET005 Priority-4 2016-01-01 05:00:00 2016 1 53 5
6 TICKET006 Priority-2 2016-01-01 06:00:00 2016 1 53 6
7 TICKET007 Priority-5 2016-01-01 07:00:00 2016 1 53 7
8 TICKET008 Priority-4 2016-01-01 08:00:00 2016 1 53 8
9 TICKET009 Priority-3 2016-01-01 09:00:00 2016 1 53 9

Now, Lets look in for Chart creation.

We can use the matplotlib package.

import pandas as pd
import datetime as dt
import matplotlib.pyplot as plt

Reading CSV as

# Reading Data from CSV
df=pd.read_csv('GeneratedTickets.csv',low_memory=False)

Convert the Date Fields.

# Converting the DateField in CSV to datetime.
df["TicketTime"]=pd.to_datetime(df["TicketTime"])

Make additional Fields in the Pandas DataFrame.

# Extracting Year, Month, Week, Hours from Date Field
df['Year'] = df['TicketTime'].dt.year
df['Month'] = df['TicketTime'].dt.month
df['Week'] = df['TicketTime'].dt.week
df['Hour'] = df['TicketTime'].dt.hour

Grouping Data: We will group by Priority, Week, Month, Hours – {

Number of observations in each – Priority, Month, Week, Hour can be done using .size() method of data frame.

df_grpBypr= df.groupby(['Priority','Month','Week','Hour']).size().reset_index(name="TicketCount")

Extracting on Jan Month and First Week.

df_grpBypr=df_grpBypr[df_grpBypr[ df_grpBypr['Month'] == 1] ['Week'] ==1]

Looking for Priroity-1 Data only.

df_Priority = df_grpBypr[ df_grpBypr['Priority'] == 'Priority-1']

Creating a line chart.

plt.title('Weekly Priority Trend')
plt.xlabel('Hours')
plt.ylabel('Tickets Recieved')
plt.plot(df_Priority['Hour'], df_Priority['TicketCount'],marker='o', linestyle='--', color='r', label='Circle')
plt.show()

Cant Upload the pictures

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