inSpyder

The inSpyer toolset provides an easy way to automatically pull users' data, including profile and posts, from instagram with theme list. All the data are stored in local database.

Function

script	functon
orm/sql.py	Database operation manager
inSpyder.py	Data capture
pic_downloads.py	Picture downloading
visual.py	Data visualization

Python dependences

For data capture and storage

• requests
• sqlalchemy (libs like psycopg2 may required, depending on your database.)

For data visualization

• numpy
• matplotlib
• jieba
• wordcloud

Database

All direct operations that related with database is done by sqlalchemy. For convenience, I hard code my local database connection info "postgresql://inspyder:[email protected]:5432/insdata" in the project. You need to modify it into your's to run it.

Proxy

For some reason, you may be unable to directly get access to instagram, which means that a proxy is needed. I failed to set proxy directly with requests lib. Instead, I simply set two env variables below before run the script.

export http_proxy="http://your_proxy_host:port"
export https_proxy="http://your_proxy_host:port"

Run

Offer a theme list in ./themes.json like below. Use '+' instead of ' '.

{
    "themes": [
        "network+security",
        "cybersecurity",
        "information+security"
    ]
}

Then simply call the python interrupter.

python inSpyder.py
python pic_downloads.py
python visual.py