from datetime import datetime

print(f"Date of last update: {datetime.now().strftime('%d.%m.%Y, %H:%M')}")

Date of last update: 24.08.2026, 03:19

%load_ext autoreload
%autoreload 2

import seaborn as sns
import matplotlib.pyplot as plt

from IPython.display import display, Markdown
from mfnf import MFNF


def md(text):
    display(Markdown(text))


df = MFNF().aggregate_pageviews()

total_views = df["views"].sum()

md(f"**Total views: {total_views:,}**")

views_per_book = df[["book_name", "views"]].groupby("book_name").sum()
views_per_book.sort_values(by="views", inplace=True, ascending=False)
views_per_book["views"] = views_per_book["views"].apply(lambda x: f"{x:,}")
display(views_per_book)

def show_total_views_per_year(df):
    df["year"] = df["timestamp"].dt.year

    # Aggregate views by year
    yearly_views = df.groupby("year")["views"].sum().reset_index()

    # Create the bar plot
    plt.figure(figsize=(10, 6))
    sns.barplot(data=yearly_views, x="year", y="views")

    # Customize the last bar with a different color
    ax = plt.gca()
    for patch in ax.patches[:-1]:
        patch.set_color(
            (0.2, 0.6, 0.8)
        )  # Set a different color for all but the last bar
    ax.patches[-1].set_color((0.2, 0.6, 0.2))  # Set the last bar to a distinct color

    # Add plot labels and title
    plt.title("Total Views Per Year")
    plt.xlabel("Year")
    plt.ylabel("Total Views")
    plt.xticks(rotation=45)  # Rotate x labels if needed
    plt.tight_layout()
    plt.show()


show_total_views_per_year(df.copy())

from mfnf import books

for book in books:
    md(f"### {book}")

    show_total_views_per_year(df[df["book_name"] == book].copy())

	views
book_name
Analysis 1	11,616,560
Grundlagen der Mathematik	6,047,109
Lineare Algebra 1	3,299,817
Real Analysis	539,053
Mitmachen für (Nicht-)Freaks	364,329
Linear algebra	144,562
Maßtheorie	130,570
Buchanfänge	102,706
Über das Projekt	77,775
Measure theory	42,526

General statistics¶

Utility functions¶

Total views (starting from 2016-01-01)¶

Total views of complete project¶

Total views per book¶

Total views per year¶

Total views per year per book¶

Analysis 1¶

Grundlagen der Mathematik¶

Lineare Algebra 1¶

Maßtheorie¶

Real Analysis¶

Linear algebra¶

Measure theory¶

License of this report¶