From 19eb48cea2b41e0c7b05086457f3dd423fa1b11d Mon Sep 17 00:00:00 2001
From: rakesh kumar <rakesh@binarynote.com>
Date: Wed, 20 May 2020 18:27:25 +0530
Subject: [PATCH] Python pandas dataframe

---
 pandas/df_access_column.py   | 15 +++++++++++++++
 pandas/df_access_rows.py     | 15 +++++++++++++++
 pandas/df_creation1.py       | 11 +++++++++++
 pandas/df_creation2.py       | 12 ++++++++++++
 pandas/df_creation3.py       |  4 ++++
 pandas/df_creation4.py       |  4 ++++
 pandas/df_creation5.py       | 15 +++++++++++++++
 pandas/tempCodeRunnerFile.py | 15 +++------------
 8 files changed, 79 insertions(+), 12 deletions(-)
 create mode 100644 pandas/df_access_column.py
 create mode 100644 pandas/df_access_rows.py
 create mode 100644 pandas/df_creation1.py
 create mode 100644 pandas/df_creation2.py
 create mode 100644 pandas/df_creation3.py
 create mode 100644 pandas/df_creation4.py
 create mode 100644 pandas/df_creation5.py

diff --git a/pandas/df_access_column.py b/pandas/df_access_column.py
new file mode 100644
index 0000000..b5703ba
--- /dev/null
+++ b/pandas/df_access_column.py
@@ -0,0 +1,15 @@
+# create dataframe using list of Tuple
+import pandas as pd
+data = [
+    (1101, 'rakesh', 56, 5656.56),
+    (1203, 'jatin jain', 56, 5666.56),
+    (1205, 'pushkar', 78, 5666.56),
+    (1206, 'arushi', 98, 4564.34),
+    (1208, 'mannat bhatia', 89,  4500),
+    (1234, 'unnati', 67, 3500.56),
+    (1245, 'Nikunj Tyagi', 68, 4500),
+    (5755, 'vishank', 89, 5000)
+]
+heading = ["admno", "name", "marks", "fees"]
+df = pd.DataFrame(data, columns=heading)
+print(df[['name','fees']]
diff --git a/pandas/df_access_rows.py b/pandas/df_access_rows.py
new file mode 100644
index 0000000..a615797
--- /dev/null
+++ b/pandas/df_access_rows.py
@@ -0,0 +1,15 @@
+# create dataframe using list of Tuple
+import pandas as pd
+data = [
+    (1101, 'rakesh', 56, 5656.56),
+    (1203, 'jatin jain', 56, 5666.56),
+    (1205, 'pushkar', 78, 5666.56),
+    (1206, 'arushi', 98, 4564.34),
+    (1208, 'mannat bhatia', 89,  4500),
+    (1234, 'unnati', 67, 3500.56),
+    (1245, 'Nikunj Tyagi', 68, 4500),
+    (5755, 'vishank', 89, 5000)
+]
+heading = ["admno", "name", "marks", "fees"]
+df = pd.DataFrame(data, columns=heading)
+print(df[1])
\ No newline at end of file
diff --git a/pandas/df_creation1.py b/pandas/df_creation1.py
new file mode 100644
index 0000000..3d54a39
--- /dev/null
+++ b/pandas/df_creation1.py
@@ -0,0 +1,11 @@
+# create dataframe using Python Dictionary
+import pandas as pd
+df= pd.DataFrame(
+    {
+        'admno' :[10,12,45,56,78,88],
+        'name'  :['rakesh','tarun','nikunj','arushi','pushkar','jatin'],
+        'marks' :[56,67,78,99,67,56],
+        'fees'  :[345.67,676.45,677,456,7687,5656]
+    }
+)
+print(df)
\ No newline at end of file
diff --git a/pandas/df_creation2.py b/pandas/df_creation2.py
new file mode 100644
index 0000000..853c5ac
--- /dev/null
+++ b/pandas/df_creation2.py
@@ -0,0 +1,12 @@
+# create dataframe using list of Python Dictionary
+import pandas as pd
+df = pd.DataFrame(
+    [
+        {'admno': 1101,'name': 'rakesh','marks' :56, 'fees': 5656.56},
+        {'admno': 1203, 'name':'jatin jain','marks':56, 'fees': 5666.56},
+        {'admno': 1205, 'name':'pushkar','marks':78, 'fees': 5666.56},
+        {'admno': 1206, 'name':'arushi','marks':98, 'fees': 4564.34},
+        {'admno': 1208, 'name':'mannat bhatia','marks':89, 'fees': 4500}
+    ]
+)
+print(df)
diff --git a/pandas/df_creation3.py b/pandas/df_creation3.py
new file mode 100644
index 0000000..3f363cf
--- /dev/null
+++ b/pandas/df_creation3.py
@@ -0,0 +1,4 @@
+# create pandas dataframe using csv file
+import pandas as pd
+df = pd.read_csv('student.csv')
+print(df)
\ No newline at end of file
diff --git a/pandas/df_creation4.py b/pandas/df_creation4.py
new file mode 100644
index 0000000..2233f99
--- /dev/null
+++ b/pandas/df_creation4.py
@@ -0,0 +1,4 @@
+# create python pandas using Excel file
+import pandas as pd
+df = pd.read_excel("result.xls","result")
+print(df)
\ No newline at end of file
diff --git a/pandas/df_creation5.py b/pandas/df_creation5.py
new file mode 100644
index 0000000..5b2accd
--- /dev/null
+++ b/pandas/df_creation5.py
@@ -0,0 +1,15 @@
+# create dataframe using list of Tuple
+import pandas as pd
+data = [
+        (1101, 'rakesh', 56,5656.56),
+        (1203, 'jatin jain',56, 5666.56),
+        (1205,'pushkar',78,5666.56),
+        (1206,'arushi', 98, 4564.34),
+        (1208,'mannat bhatia', 89,  4500),
+        (1234,'unnati',67,3500.56),
+        (1245,'Nikunj Tyagi',68,4500),
+        (5755,'vishank',89,5000)
+]
+heading = ["admno","name","marks","fees"]
+df = pd.DataFrame(data,columns=heading)
+print(df)
diff --git a/pandas/tempCodeRunnerFile.py b/pandas/tempCodeRunnerFile.py
index e8a486f..2233f99 100644
--- a/pandas/tempCodeRunnerFile.py
+++ b/pandas/tempCodeRunnerFile.py
@@ -1,13 +1,4 @@
-# retirve values from pandas series using head() and tail() function
-
+# create python pandas using Excel file
 import pandas as pd
-s= pd.Series(range(1,1000,5))
-#print top 5 entries of the series
-print(s.head())
-#print top 2 entries of the series
-print(s.head(2))
-
-#print last 5 entries of the series
-print(s.tail())
-# print last 2 entries of the series
-print(s.tail(2))
\ No newline at end of file
+df = pd.read_excel("result.xls","result")
+print(df)
\ No newline at end of file