ZafeerMahmood/Reddit-Streamlit

Build using streamlit for UI ,gets reddit post does sentiment analysis shows it in a table also allows the user to get Cryptocurrency data and show in a graph

Dashboard with python streamlit

uses reddit api for python scripts to get new/hots post show it in a table make bigram and trigram.

then gets cryptocurrency data from a api of the last 24hours and display a graph of price to hours.

finally does sentiment analysis on the text of reddit's post.

sensitive information is stored in the .env file not uploaded.

dependencies

Python                       3.11.1
pandas                       1.5.3
requests                     2.28.2
streamlit                    1.17.0
dotenv
altair                       4.2.2
transformers                 4.26.1
tensorflow                   2.12.0rc0
unicodedata
nltk                         3.8.1
nltk.corpus
nltk with 'punkt' 'stopwords' 
huggingface-hub              0.12.1
pip                          23.0.1

env

secret_key = '<YOUR_KEY>'
client_id = '<YOUR_CLIENT_ID>'
password='<PASSWORD>'
nameForReddit="<USERNAME>"

steps to run

. reddit api secret key python script client id Lookup example.env make your own .env file replace the given values

   git clone https://github.com/ZafeerMahmood/Dashboard-python-.git
   cd pythonDashboard/src
   py getData.py
   streamlit run app.py

docker

file

 FROM python:3.11-slim
 
 WORKDIR /app
 
 COPY re.txt ./re.txt
 
 RUN pip install -r re.txt
 
 RUN python -m nltk.downloader punkt
 RUN python -m nltk.downloader stopwords
 RUN python -m nltk.downloader wordnet
 
 EXPOSE 8501
 
 COPY . .
 
 CMD streamlit run app.py

to run

docker build -f Dockerfile -t app:latest .
docker run -p 8501:8501 app:latest

Screen Shots