Time Series Analysis of Telegram Activity

TG Data Set: A collection for training AI models.
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surovy115
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Joined: Sun Dec 22, 2024 4:01 am

Time Series Analysis of Telegram Activity

Post by surovy115 »

In a small town, a curious young girl named Sarah loved to explore data. One day, she stumbled upon the idea of examining her friends' activity in their Telegram group. She noticed that they often chatted at different times of the day, but she wanted to find a pattern. So, she decided to do a time series analysis.

Sarah gathered her friends’ chat data for a month. She noted the time each message was sent. The more she collected, the more excited she became. She created a simple chart with the days on the bottom and the number of messages on the side. Each dot on the chart represented messages sent at different hours.

As she started to look closer, Sarah noticed something surprising. On weekdays, messages peaked in the evenings, but on weekends, the fun started in the afternoon. This made her think about how busy everyone was during the week. They were all students, filled with homework and activities. The evening was their only time to relax and chat.

One day, Sarah shared her findings with her friends. france telegram data “Look at this! ” she exclaimed, showing them the chart. “We talk more in the evenings during the week, but on Saturdays, we all start chatting earlier. ” Her friends were thrilled. They started to think about how they could plan more gatherings based on this information.

Intrigued by her analysis, Sarah wanted to dive deeper. She wondered if any special events influenced their chatting patterns. They had a group study session one Friday, which saw an enormous spike in activity. It seemed like everyone was excited to share tips and ask questions.

As Sarah continued her study, she found that holidays also changed their communication habits. On holidays, the number of messages doubled, especially during family events. The group loved to share their fun moments, making their chats lively and full of excitement.

Finally, Sarah compiled her analysis into a fun presentation and shared it at school. Her classmates were amazed to see how data could show patterns in daily life.
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