spepechen

# multi linechart

# small multiple line charts

# heatmap - categorical 

# heatmap - numeric 

spepechen

# helper func
def hi_frame(frame):
    print('Nice meeting you!╰( ´・ω・)つ──☆✿✿✿✿✿✿')
    print('A little bit abt me, I am...\n')
    print('{row} rows X {col} columns'.format(row=frame.shape[0], col=frame.shape[1]))
    print('==================================')
    print(frame.dtypes)
    return frame.head(5) 

def hi_frames(frame, frame2):

spepechen

spepechen

spepechen

# run this or you cannot see the viz
python -m SimpleHTTPServer 8000

spepechen

#### BASIC ########################################################################################################################

# 🐼cleaning str in the header 
df.columns = [x.lower().strip() for x in df.columns] # lower case, trim leading and trailing spaces
df.columns = df.columns.str.replace(' ','') # remove all whitespaces 

# checking NaN in all df 
df.isnull().values.any()

# get column-slices

spepechen

%matplotlib inline

import pandas as pd 
import matplotlib.pyplot as plt
import numpy as np

df = pd.read_csv("sample.csv") 

plt.style.use('spe')

spepechen

######### setting fig size
# Get current size
fig_size = plt.rcParams["figure.figsize"]
 
# Prints: [8.0, 5.0]
print "Current size:", fig_size

# Set new figure width to 8 and height to 5
fig_size[0] = 8
fig_size[1] = 5