Visualize Linkedin Network - Notebook by Benedict Neo (benthecoder)

Learn practical skills, build real-world projects, and advance your career

Updated 2 years ago

!pip install pyjanitor pyvis --quiet

     |████████████████████████████████| 107 kB 5.4 MB/s eta 0:00:01

import pandas as pd
import janitor
import datetime

from IPython.core.display import display, HTML
from pyvis import network as net
import networkx as nx

df_ori = pd.read_csv("/content/drive/MyDrive/linkedin_network/Connections.csv", skiprows=2)

df_ori.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 2757 entries, 0 to 2756
Data columns (total 6 columns):
 #   Column         Non-Null Count  Dtype 
---  ------         --------------  ----- 
 0   First Name     2747 non-null   object
 1   Last Name      2747 non-null   object
 2   Email Address  71 non-null     object
 3   Company        2668 non-null   object
 4   Position       2668 non-null   object
 5   Connected On   2757 non-null   object
dtypes: object(6)
memory usage: 129.4+ KB

Data Cleaning