From 0f663b074a1dbaa08af1f402013e7e8cd54eea82 Mon Sep 17 00:00:00 2001
From: Subhadip Maiti <78700974+SUBHADIPMAITI-DEV@users.noreply.github.com>
Date: Wed, 29 Nov 2023 10:12:05 +0530
Subject: [PATCH 1/3] Update README.md

---
 README.md | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index c84ddcc..8b459d0 100644
--- a/README.md
+++ b/README.md
@@ -13,15 +13,23 @@ SYSTEM REQUIREMENT
             System Processing: I3 10TH Gen ;
             RAM: 8GB ; 
             Storage: SSD 512 GB ;
-            Also we can used cloud execution for GPU – Google Colab architecture. 
+            Also, we can use cloud execution for GPU – Google Colab architecture. 
 
 🔎Software Requirements:
   OS: Windows 10 ;
   Google Colab ;
+  
 
  RESULT ANALYSIS 
 ![image](https://user-images.githubusercontent.com/78700974/204124779-9d353689-2adb-499d-97e3-171c69f4ee8f.png)
 
+RESULT VIDEO
+
+
+https://github.com/SUBHADIPMAITI-DEV/Depression-Detection-System-Using-Machine-Learning/assets/78700974/f70aed97-32f2-4086-a80c-51770771f1c4
+
+
+
  Project Link ➡️ [🔗](https://colab.research.google.com/drive/1YNyzk4WtfaDW5673s5LFI0dpK9tTl5wo?usp=sharing) 
  
 

From 1e64d3f259c1ff1466afcf65de7e7181e3180820 Mon Sep 17 00:00:00 2001
From: Subhadip Maiti <78700974+SUBHADIPMAITI-DEV@users.noreply.github.com>
Date: Tue, 16 Jul 2024 11:24:25 +0530
Subject: [PATCH 2/3] Update twitterapiaccount.py

---
 twitterapiaccount.py | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/twitterapiaccount.py b/twitterapiaccount.py
index ac998c8..f2565ac 100644
--- a/twitterapiaccount.py
+++ b/twitterapiaccount.py
@@ -293,10 +293,11 @@ def train_decision_tree(X_train, X_test, y_train, y_test):
 
 def download_user_tweets():
     # set twitter credentials   
-    api_key = '850YrbsNWucByH06cbS6Ao6xy'
-    api_key_secret = 'lYmg13QM5MzjaN0xs0IxR12B1FvLDCLc2rnQ2cXfgScETEWWp5'
-    access_token = '1580202146255220736-Nca2hdTr9quLSwjh3QIOZSEjyQ8p9a'
-    access_token_secret = 'ivF4kpe9VZSy1Os68iF3mJm3TvXjHpHB2o8dYcIc1MTM9'
+    #insert your API key details
+    api_key = 'api----key----here'
+    api_key_secret = 'api------key-------secret--here'
+    access_token = 'access----token-------here'
+    access_token_secret = 'access----------token-----secret----here'
     
     # Access Twitter Data (login to twitter via api) 
     auth = tweepy.OAuthHandler(api_key, api_key_secret)
@@ -392,4 +393,4 @@ def final_output(predictions):
 
 user_tweets = download_user_tweets()
 predictions = predict_user_tweets(user_tweets)
-final_output(predictions)
\ No newline at end of file
+final_output(predictions)

From 2554363ee7798de4ebe5175824d01ed84c1f4f4d Mon Sep 17 00:00:00 2001
From: Subhadip Maiti <78700974+SUBHADIPMAITI-DEV@users.noreply.github.com>
Date: Tue, 16 Jul 2024 11:27:08 +0530
Subject: [PATCH 3/3] Create CONTRIBUTING.md

---
 CONTRIBUTING.md | 1 +
 1 file changed, 1 insertion(+)
 create mode 100644 CONTRIBUTING.md

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..8b13789
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1 @@
+