DrAvadheshSingh - Tweet Data Analysis

Summarization

The tweets are related to wishing blessings to the mentioned people in the tweets on the occasion of Maha Shivratri (#महाशिवरात्रि). There are also posts expressing sentiment towards politics and government, such as India becoming communal due to current government and a need to discuss issues in the media. People are also further wishing blessings to each other in the form of Sanskrit chants and prayers.

Topic Modeling

1. Religious celebrations
2. Social Media and politics
3. Political leaders and parties
4. Government policies and initiatives
5. Media manipulation and corruption

Emotional Analysis

The tweets express a range of emotions, from joy and reverence to frustration and anger. The joy and reverence is expressed in the use of religious and celebratory language, such as 'महाशिवरात्रि' and 'ॐ नमः शिवाय'. There is also a sense of humor, as seen in the tweet "ये परफेक्ट था बड्रा के लिए 😂". The tweets also express frustration and anger towards the government, with language such as "सत्ता की दलाली जब जब आपलोग किया देश गुलाम हुआ आज संम्प्रदायिकता का गुलाम इंडिया।" and "बहुत ही शर्मनाक". Finally, there is a sense of hope, with language such as "भगवान भोलेनाथ और माँ पार्वती की कृपा से समस्त जगत का कल्याण हो, यही प्रार्थना है।" and "आप जैसे व्यक्तियों की बहुत जरूरत है इस देश को".

Trend Analysis

1. Religious observance (Maha Shivaratri, Om Namah Shivaya, Har Har Mahadev, Jai Ho Mahant Raju Das)
2. Political criticism (India has become a slave to communalism, the government's involvement in media)
3. Government support and recognition (mentions of @narendramodi and other BJP leaders, MyGov India)
4. Support for small businesses (mentions of MSMEs, Org RKMS Kisan)
5. Data-driven discussions (mention of data, talks about data speaks)