Total Study Hours per Course¶
This table shows the total number of hours spent on each course or project. Courses are listed in descending order, highlighting which courses have received the most study time overall.
--- Total Study Hours per Project/Course --- | Project name | Total Study Hours (Hours) | |:----------------------------------------|:----------------------------| | English | 8.63 | | A1.2 | 8.2 | | Deep Learning for Beginners | 8.13 | | Algorithmic Bioinformatics | 7.03 | | Computational MRI | 5.46 | | Independent learning | 4.36 | | Generative models for signal processing | 4.18 | | Machine Learning for Engineers | 1.98 | | Movement Neuroscience | 1.56 | | Imaging in Astronomy | 0.98 |
Daily Study Summary and Key Metrics¶
This analysis provides a complete overview of study activity across all days, including days with no recorded study time. It summarizes total study hours, calculates the daily average, and identifies the day with the highest study time, highlighting both the date and the corresponding weekday.
--- Overall Study Metrics --- Total Sum of All Study Hours: 50.50 hours Daily Average Study Hours (including zero days): 1.58 hours --- Day with Most Study Time --- Date: 2025-10-23 Day of the week: Thursday Total Study Hours: 8.20 hours
Study Session Duration Analysis¶
This section provides insights into individual study sessions, showing the average duration of all sessions and highlighting the longest session ever recorded, along with its full details.
Average session duration: 0.72 hours Longest session duration: 3.52 hours Details of longest session: Project name Deep Learning for Beginners Date 2025-09-30 00:00:00 Start time 6:30:32 pm End time 10:01:35 pm Duration 03:31:03 Time zone +02:00 Duration_hours 3.5175 Weekday Tuesday Month 2025-09 Recording_timestamp 2025-09-30 22:01:35 Name: 36, dtype: object
Study Time Distribution by Course¶
This pie chart visualizes the proportion of total study hours spent on each course or project, allowing a quick comparison of which courses occupy the most study time.
Total Study Hours per Course¶
This bar chart shows the total number of hours spent on each course or project. It provides a clear comparison of study time distribution across all courses.
Study Hours by Weekday¶
This bar chart displays the total study hours for each day of the week, helping to identify patterns in study habits and determine which weekdays have the highest study activity.
Study Hours by Month¶
This bar chart illustrates the total study hours for each month, providing an overview of study trends and helping to identify periods of higher or lower study activity throughout the year.
Monthly Study Heatmaps¶
These heatmaps visualize daily study hours for each month. Each cell represents a day, arranged by week and weekday, with color intensity indicating the number of study hours. This layout allows for quick identification of patterns, streaks, and gaps in daily study activity across months.
Daily Study Hours with 7-Day Rolling Average¶
This line chart shows the total study hours for each day, including days with no recorded study time, alongside a 7-day rolling average. The rolling average highlights trends and smoother patterns in daily study activity over time.
Study Streaks Analysis¶
This visualization tracks consecutive days of study, showing the length of study streaks over time. Each bar represents the number of consecutive days studied, helping to identify patterns of consistency. The analysis also highlights the longest streak, including its start and end dates.
Longest streak: 9 days, from 2025-10-15 to 2025-10-23
Weekly Study Pattern (Polar Plot)¶
This polar chart visualizes total study hours for each weekday in a circular layout. It highlights patterns in study behavior across the week, making it easy to see which days have higher or lower study activity at a glance.
Study Session Duration Distribution¶
This density plot shows the distribution of study session durations. Peaks indicate the most common session lengths, providing insight into typical study patterns and variability in session times.
Monthly Study Pattern (Polar Bar)¶
This polar bar chart visualizes total study hours for each month in a circular format. It provides an intuitive view of study trends throughout the year, highlighting months with higher or lower study activity.
Daily Study Hours per Course¶
This stacked area chart shows daily study hours broken down by course. It highlights how study time for different courses varies over time and allows for comparison of contributions from each course on a daily basis.
ECTS Tracking¶
You know that in Germany you are on your own with your studies, hence, you do need to keep track of your exam registrations, which means that you should know if you have put enough work to pass that course, otherwise, it is better to avoid sitting for that exam. This section shows how much progress I have had so far towards finishing my courses in the current semester.
Project name English 8.632500 A1.2 8.196111 Deep Learning for Beginners 8.128333 Algorithmic Bioinformatics 7.032222 Computational MRI 5.456667 Independent learning 4.357222 Generative models for signal processing 4.176111 Machine Learning for Engineers 1.975556 Movement Neuroscience 1.558611 Imaging in Astronomy 0.982500 Name: Duration_hours, dtype: float64 <class 'pandas.core.series.Series'>
Total ECTS: 51.5 Total hours: 1545.0
