From dcf41a389f826a9041ac91a484da0fbe10497b70 Mon Sep 17 00:00:00 2001 From: Satya-098 Date: Sun, 17 Aug 2025 00:22:12 +0530 Subject: [PATCH] Added matplotlib code and graphs with png output --- gec-section-e/Satyanarayan.py | 70 ++++++++++++++++++ .../Superstore-dashboard-Satyanarayan.png | Bin 0 -> 114077 bytes 2 files changed, 70 insertions(+) create mode 100644 gec-section-e/Satyanarayan.py create mode 100644 gec-section-e/Superstore-dashboard-Satyanarayan.png diff --git a/gec-section-e/Satyanarayan.py b/gec-section-e/Satyanarayan.py new file mode 100644 index 0000000..e3929b2 --- /dev/null +++ b/gec-section-e/Satyanarayan.py @@ -0,0 +1,70 @@ +import pandas as pd +import matplotlib.pyplot as plt + +# Load dataset +df = pd.read_csv(r"C:\Users\satya\PycharmProjects\visualization\dataset\sample-superstore.csv") + +# Create figure with extra space at the top +fig, axes = plt.subplots(2, 3, figsize=(18, 9)) + +# Add Super Title (Dashboard Heading) with enough margin +plt.subplots_adjust(top=0.82, hspace=0.6, wspace=0.4, left=0.07, right=0.95) +fig.suptitle("Superstore Sales & Profit Dashboard", + fontsize=20, weight="bold", y=0.98) + +# ------------------------------ +# 1. Sales & Profit by Product Category +category_group = df.groupby("Product Category")[["Sales", "Profit"]].sum().sort_values("Sales", ascending=False) +x = range(len(category_group)) +axes[0,0].bar(x, category_group["Sales"], width=0.4, label="Sales", color="skyblue") +axes[0,0].bar([i+0.4 for i in x], category_group["Profit"], width=0.4, label="Profit", color="lightgreen") +axes[0,0].set_title("Sales & Profit by Category", fontsize=11, weight="bold") +axes[0,0].set_xticks([i+0.2 for i in x]) +axes[0,0].set_xticklabels(category_group.index, rotation=15, fontsize=9) +axes[0,0].legend(fontsize=8) + +# ------------------------------ +# 2. Sales & Profit by Region +region_group = df.groupby("Region")[["Sales", "Profit"]].sum().sort_values("Sales", ascending=False) +x = range(len(region_group)) +axes[0,1].bar(x, region_group["Sales"], width=0.4, label="Sales", color="orange") +axes[0,1].bar([i+0.4 for i in x], region_group["Profit"], width=0.4, label="Profit", color="seagreen") +axes[0,1].set_title("Sales & Profit by Region", fontsize=11, weight="bold") +axes[0,1].set_xticks([i+0.2 for i in x]) +axes[0,1].set_xticklabels(region_group.index, rotation=15, fontsize=9) +axes[0,1].legend(fontsize=8) + +# ------------------------------ +# 3. Sales vs Discount (Colored by Profit) +sc = axes[0,2].scatter(df["Discount"], df["Sales"], c=df["Profit"], cmap="coolwarm", alpha=0.6, edgecolor="k", s=25) +axes[0,2].set_title("Sales vs Discount", fontsize=11, weight="bold") +axes[0,2].set_xlabel("Discount", fontsize=9) +axes[0,2].set_ylabel("Sales", fontsize=9) +cbar = fig.colorbar(sc, ax=axes[0,2], shrink=0.8) +cbar.set_label("Profit", fontsize=9) + +# ------------------------------ +# 4. Top 10 Profitable Products +top_products = df.groupby("Product Name")[["Profit"]].sum().sort_values("Profit", ascending=False).head(10) +bars = axes[1,1].barh(top_products.index, top_products["Profit"], color="salmon") +axes[1,1].bar_label(bars, fmt="%.0f", fontsize=8) +axes[1,1].set_title("Top 10 Profitable Products", fontsize=11, weight="bold") +axes[1,1].tick_params(axis="y", labelsize=8) +axes[1,1].invert_yaxis() + +# ------------------------------ +# 5. Sales & Profit by Customer Segment +segment_group = df.groupby("Customer Segment")[["Sales", "Profit"]].sum() +x = range(len(segment_group)) +axes[1,2].bar(x, segment_group["Sales"], width=0.4, label="Sales", color="dodgerblue") +axes[1,2].bar([i+0.4 for i in x], segment_group["Profit"], width=0.4, label="Profit", color="limegreen") +axes[1,2].set_title("Sales & Profit by Segment", fontsize=11, weight="bold") +axes[1,2].set_xticks([i+0.2 for i in x]) +axes[1,2].set_xticklabels(segment_group.index, fontsize=9) +axes[1,2].legend(fontsize=8) + +# ------------------------------ +# Remove unused bottom-left subplot +fig.delaxes(axes[1,0]) + +plt.show() \ No newline at end of file diff --git a/gec-section-e/Superstore-dashboard-Satyanarayan.png b/gec-section-e/Superstore-dashboard-Satyanarayan.png new file mode 100644 index 0000000000000000000000000000000000000000..96492e7714c44dcc75374f6425de6e66aa6dcbbc GIT binary patch literal 114077 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