From da5a15cfafcc03d03607f86b89d7eb4d49809409 Mon Sep 17 00:00:00 2001 From: Felipe Date: Thu, 25 Jun 2026 13:59:14 -0300 Subject: [PATCH 01/14] First commit, project structure and db setup --- .gitignore | 8 ++++++++ sql/question1.sql | 0 sql/question2.sql | 0 sql/question3.sql | 0 src/database.py | 26 ++++++++++++++++++++++++++ src/explore_database.py | 3 +++ src/main.py | 0 src/queries.py | 0 src/retrieve_data.py | 0 src/visualization.py | 0 10 files changed, 37 insertions(+) create mode 100644 .gitignore create mode 100644 sql/question1.sql create mode 100644 sql/question2.sql create mode 100644 sql/question3.sql create mode 100644 src/database.py create mode 100644 src/explore_database.py create mode 100644 src/main.py create mode 100644 src/queries.py create mode 100644 src/retrieve_data.py create mode 100644 src/visualization.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 00000000..cfb2b0ab --- /dev/null +++ b/.gitignore @@ -0,0 +1,8 @@ +#venv +.venv/ + +# Env variables +.env + +#PyCharm +.idea/ \ No newline at end of file diff --git a/sql/question1.sql b/sql/question1.sql new file mode 100644 index 00000000..e69de29b diff --git a/sql/question2.sql b/sql/question2.sql new file mode 100644 index 00000000..e69de29b diff --git a/sql/question3.sql b/sql/question3.sql new file mode 100644 index 00000000..e69de29b diff --git a/src/database.py b/src/database.py new file mode 100644 index 00000000..8fbfa1a8 --- /dev/null +++ b/src/database.py @@ -0,0 +1,26 @@ +import os + +import mysql.connector as sql +from mysql.connector import Error +from dotenv import load_dotenv + +load_dotenv() + +# Connection +def get_connection(): + try: + return sql.connect( + host= os.getenv("MYSQL_HOST"), + user = os.getenv("MYSQL_USER"), + password = os.getenv("MYSQL_PASSWORD"), + database = os.getenv("MYSQL_DATABASE"), + ) + except Error as e: + print(f"Connection error: {e}") + raise + +if __name__ == "__main__": + conn = get_connection() + if conn.is_connected(): + print(f"Success! Connected to {conn.server_info}") + conn.close() diff --git a/src/explore_database.py b/src/explore_database.py new file mode 100644 index 00000000..98c7a3ea --- /dev/null +++ b/src/explore_database.py @@ -0,0 +1,3 @@ +import database as db + +db.get_connection() \ No newline at end of file diff --git a/src/main.py b/src/main.py new file mode 100644 index 00000000..e69de29b diff --git a/src/queries.py b/src/queries.py new file mode 100644 index 00000000..e69de29b diff --git a/src/retrieve_data.py b/src/retrieve_data.py new file mode 100644 index 00000000..e69de29b diff --git a/src/visualization.py b/src/visualization.py new file mode 100644 index 00000000..e69de29b From 08d315ce937816bd74d4e95a490b8c70e17e11c2 Mon Sep 17 00:00:00 2001 From: Felipe Date: Thu, 25 Jun 2026 15:29:39 -0300 Subject: [PATCH 02/14] Explore database structure and sample data --- .gitignore | 9 ++- src/__pycache__/database.cpython-314.pyc | Bin 0 -> 1282 bytes .../explore_database.cpython-314.pyc | Bin 0 -> 1642 bytes src/explore_database.py | 74 +++++++++++++++++- src/main.py | 15 ++++ 5 files changed, 95 insertions(+), 3 deletions(-) create mode 100644 src/__pycache__/database.cpython-314.pyc create mode 100644 src/__pycache__/explore_database.cpython-314.pyc diff --git a/.gitignore b/.gitignore index cfb2b0ab..2eed1b21 100644 --- a/.gitignore +++ b/.gitignore @@ -5,4 +5,11 @@ .env #PyCharm -.idea/ \ No newline at end of file +.idea/ + +#Notes +.notes + +#Python cache +__pycache__/ +*.py[cod] \ No newline at end of file diff --git a/src/__pycache__/database.cpython-314.pyc b/src/__pycache__/database.cpython-314.pyc new file mode 100644 index 0000000000000000000000000000000000000000..9744aaf93ad81b8c43fa85b68cb0fdef6241026c GIT binary patch literal 1282 zcma)5OK%fN5U%mOJ6x%3 zTmnLXxFF>cj=AzP;1`%pq=d#C&}t8R^O778T(;Zx#DWX7)ZJfoRee=m)qTwDhyojD z^XLA!7XkR23*nGjV5i2w3fzELbDg3bIUKPH}DTbUGX}p!`5F{YS@7Wj%xU4q= zP=TBgo@L~D_`22$tS1$?07an)XT`&8w^SOv{CoD=oIP_jJ0Id-v(p)BHqXd;PJr5OvBK8u9x9m*f 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zgRq*oEX#7RP~5f~M)96unU3KXb3Cc0y}GxXJP{$5`4wk>!r4PS`ByvMJO6?w|0W6Q=59$S<>AMCx^#_u zrAb+c!X}*!f2Iawuq?6G9JVVh-G1xl;IlD+7+eGe=%_$z1r$c35DCOEHpFEkkg&;h zS$3%&2&7knN8B_8=b6xXy0qYVYN9P1cHm0?+P3$-4qW Date: Thu, 25 Jun 2026 15:53:38 -0300 Subject: [PATCH 03/14] Solve SQL question 1 --- sql/question1.sql | 10 ++++++++++ sql/question2.sql | 1 + sql/question3.sql | 1 + 3 files changed, 12 insertions(+) diff --git a/sql/question1.sql b/sql/question1.sql index e69de29b..4a118c39 100644 --- a/sql/question1.sql +++ b/sql/question1.sql @@ -0,0 +1,10 @@ +-- What are the 10 most expensive products in the company? +# DESCRIBE data_product +SELECT + PRODUCT_COD # prod code + ,PRODUCT_NAME # prod name + ,PRODUCT_VAL # prod value +FROM data_product +WHERE PRODUCT_VAL IS NOT NULL +ORDER BY PRODUCT_VAL DESC # order by most expensive +LIMIT 10; # question asks for top 10 diff --git a/sql/question2.sql b/sql/question2.sql index e69de29b..0d464e32 100644 --- a/sql/question2.sql +++ b/sql/question2.sql @@ -0,0 +1 @@ +-- What sections do the 'BEBIDAS' and 'PADARIA' departments have? diff --git a/sql/question3.sql b/sql/question3.sql index e69de29b..b98f8440 100644 --- a/sql/question3.sql +++ b/sql/question3.sql @@ -0,0 +1 @@ +-- What was the total sale of products (in $) of each Business Area in the first quarter of 2019? \ No newline at end of file From a72720e305e4d952b70a7c48772bf845356ba66b Mon Sep 17 00:00:00 2001 From: Felipe Date: Thu, 25 Jun 2026 16:00:04 -0300 Subject: [PATCH 04/14] Solve SQL question 2 --- sql/question1.sql | 11 +++++------ sql/question2.sql | 8 ++++++++ 2 files changed, 13 insertions(+), 6 deletions(-) diff --git a/sql/question1.sql b/sql/question1.sql index 4a118c39..eee7c619 100644 --- a/sql/question1.sql +++ b/sql/question1.sql @@ -1,10 +1,9 @@ -- What are the 10 most expensive products in the company? -# DESCRIBE data_product SELECT - PRODUCT_COD # prod code - ,PRODUCT_NAME # prod name - ,PRODUCT_VAL # prod value + PRODUCT_COD + ,PRODUCT_NAME + ,PRODUCT_VAL FROM data_product WHERE PRODUCT_VAL IS NOT NULL -ORDER BY PRODUCT_VAL DESC # order by most expensive -LIMIT 10; # question asks for top 10 +ORDER BY PRODUCT_VAL DESC +LIMIT 10; diff --git a/sql/question2.sql b/sql/question2.sql index 0d464e32..af303518 100644 --- a/sql/question2.sql +++ b/sql/question2.sql @@ -1 +1,9 @@ -- What sections do the 'BEBIDAS' and 'PADARIA' departments have? +SELECT DISTINCT + DEP_COD + ,DEP_NAME + ,SECTION_COD + ,SECTION_NAME +FROM data_product +WHERE DEP_NAME IN ('BEBIDAS','PADARIA') +ORDER BY DEP_NAME, SECTION_NAME \ No newline at end of file From 739554bb3758a2519287ce601b103472f7f6a1c1 Mon Sep 17 00:00:00 2001 From: Felipe Date: Thu, 25 Jun 2026 17:03:38 -0300 Subject: [PATCH 05/14] Solve SQL question 3 --- sql/question3.sql | 51 ++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 50 insertions(+), 1 deletion(-) diff --git a/sql/question3.sql b/sql/question3.sql index b98f8440..728e8ab8 100644 --- a/sql/question3.sql +++ b/sql/question3.sql @@ -1 +1,50 @@ --- What was the total sale of products (in $) of each Business Area in the first quarter of 2019? \ No newline at end of file +-- What was the total sale of products (in $) of each Business Area in the first quarter of 2019? + +SELECT + cd.BUSINESS_NAME + ,SUM(sl.SALES_VALUE) AS SALES_VALUE +FROM data_store_sales sl +LEFT JOIN data_store_cad cd +ON sl.STORE_CODE = cd.STORE_CODE +WHERE sl.DATE BETWEEN '2019-01-01' AND '2019-03-31' +GROUP BY + cd.BUSINESS_NAME + + +/* +Exploratory analysis: + +1.Daily sales by Business Area during Q1 2019. + +SELECT + cd.BUSINESS_NAME + ,SUM(sl.SALES_VALUE) AS SALES_VALUE + ,sl.DATE +FROM data_store_sales sl +LEFT JOIN data_store_cad cd +ON sl.STORE_CODE = cd.STORE_CODE +WHERE sl.DATE BETWEEN '2019-01-01' AND '2019-03-31' +GROUP BY + cd.BUSINESS_NAME + ,sl.DATE +; + +2.Monthly sales aggregation by Business Area during Q1 2019. + +SELECT + cd.BUSINESS_NAME + ,SUM(sl.SALES_VALUE) AS SALES_VALUE + ,CASE WHEN + MONTH(sl.DATE) = 1 THEN 'Jan' + WHEN MONTH(sl.DATE) = 2 THEN 'Feb' + ELSE 'Mar' + END AS MONTH +FROM data_store_sales sl +LEFT JOIN data_store_cad cd +ON sl.STORE_CODE = cd.STORE_CODE +WHERE sl.DATE BETWEEN '2019-01-01' AND '2019-03-31' +GROUP BY + cd.BUSINESS_NAME + ,MONTH +; + */ \ No newline at end of file From 7943ad5d36887e3af7178209614523e7017e1fe9 Mon Sep 17 00:00:00 2001 From: Felipe Date: Thu, 25 Jun 2026 20:00:04 -0300 Subject: [PATCH 06/14] Implement dynamic retrieve_data function --- .gitignore | 5 +++- src/database.py | 10 ++++--- src/explore_database.py | 8 ++++-- src/queries.py | 0 src/retrieve_data.py | 61 +++++++++++++++++++++++++++++++++++++++++ 5 files changed, 76 insertions(+), 8 deletions(-) delete mode 100644 src/queries.py diff --git a/.gitignore b/.gitignore index 2eed1b21..207bf845 100644 --- a/.gitignore +++ b/.gitignore @@ -12,4 +12,7 @@ #Python cache __pycache__/ -*.py[cod] \ No newline at end of file +*.py[cod] + +#Development follow-up +DEVELOPMENT.md \ No newline at end of file diff --git a/src/database.py b/src/database.py index 8fbfa1a8..dd9ab1e0 100644 --- a/src/database.py +++ b/src/database.py @@ -6,19 +6,21 @@ load_dotenv() + # Connection def get_connection(): try: return sql.connect( - host= os.getenv("MYSQL_HOST"), - user = os.getenv("MYSQL_USER"), - password = os.getenv("MYSQL_PASSWORD"), - database = os.getenv("MYSQL_DATABASE"), + host=os.getenv("MYSQL_HOST"), + user=os.getenv("MYSQL_USER"), + password=os.getenv("MYSQL_PASSWORD"), + database=os.getenv("MYSQL_DATABASE"), ) except Error as e: print(f"Connection error: {e}") raise + if __name__ == "__main__": conn = get_connection() if conn.is_connected(): diff --git a/src/explore_database.py b/src/explore_database.py index 721ede15..50739258 100644 --- a/src/explore_database.py +++ b/src/explore_database.py @@ -1,10 +1,11 @@ import pandas as pd + pd.set_option("display.max_columns", None) pd.set_option("display.width", None) - from database import get_connection + # def explore_tables(tables): # connection = get_connection() # @@ -56,12 +57,13 @@ def explore_table(table): finally: connection.close() + def explore_tables(tables): for table in tables: explore_table(table) -if __name__ == "__main__": +if __name__ == "__main__": tables = [ "IMDB_movies", "data_product", @@ -70,4 +72,4 @@ def explore_tables(tables): "data_store_sales" ] - explore_tables(tables) \ No newline at end of file + explore_tables(tables) diff --git a/src/queries.py b/src/queries.py deleted file mode 100644 index e69de29b..00000000 diff --git a/src/retrieve_data.py b/src/retrieve_data.py index e69de29b..bc0abe91 100644 --- a/src/retrieve_data.py +++ b/src/retrieve_data.py @@ -0,0 +1,61 @@ +import pandas as pd +import database as db + + +def retrieve_data(product_code: int = None, store_code: int = None, date=None): + connection = db.get_connection() + + try: + query = """ + SELECT * + FROM data_product_sales + """ + + conditions = [] + params = [] + + if product_code is not None: + conditions.append("PRODUCT_CODE = %s") + params.append(product_code) + + if store_code is not None: + conditions.append("STORE_CODE = %s") + params.append(store_code) + + if date is not None and len(date) != 2: + raise ValueError("Date should be a list with two elements") + + if date is not None: + conditions.append("DATE BETWEEN %s AND %s") + params.extend([date[0], date[1]]) + + if conditions: + query += " WHERE " + " AND ".join(conditions) + + result = pd.read_sql(query, connection, params=params) + return result + + finally: + connection.close() + + +if __name__ == "__main__": + my_data = retrieve_data() + print(my_data.columns) + + # my_data = retrieve_data( + # 18, + # 1, + # ['2019-01-01', '2019-01-31'] + # ) + + # my_data = retrieve_data( + # None,None,['2019-01-01', '2019-01-02'] + # ) + # my_data = retrieve_data( + # product_code=172, + # store_code=2 + # ) + + # print(my_data.head(10)) + # print(f"shape: {my_data.shape}") From a8a2f273077554af19b2018d21fcba3a413193cc Mon Sep 17 00:00:00 2001 From: Felipe Date: Thu, 25 Jun 2026 20:03:48 -0300 Subject: [PATCH 07/14] requirements.txt created --- requirements.txt | 15 +++++++++++++++ src/__pycache__/database.cpython-314.pyc | Bin 1282 -> 1282 bytes .../explore_database.cpython-314.pyc | Bin 1642 -> 1640 bytes src/main.py | 4 ++++ 4 files changed, 19 insertions(+) create mode 100644 requirements.txt diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 00000000..3df7eef5 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,15 @@ +contourpy==1.3.3 +cycler==0.12.1 +fonttools==4.63.0 +kiwisolver==1.5.0 +matplotlib==3.11.0 +mysql-connector-python==9.7.0 +numpy==2.5.0 +packaging==26.2 +pandas==3.0.3 +pandas-stubs==3.0.3.260530 +pillow==12.2.0 +pyparsing==3.3.2 +python-dateutil==2.9.0.post0 +python-dotenv==1.2.2 +six==1.17.0 diff --git a/src/__pycache__/database.cpython-314.pyc b/src/__pycache__/database.cpython-314.pyc index 9744aaf93ad81b8c43fa85b68cb0fdef6241026c..65423851883ba80cae92515ef867d0446a93a49c 100644 GIT binary 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import retrieve_data + +# mydata = retrieve_data() +# print(mydata.columns) #For one exclusive table # explore_table("data_product") From eb868fc90af3d702ed93fb0d499555acad130064 Mon Sep 17 00:00:00 2001 From: Felipe Date: Fri, 26 Jun 2026 15:23:16 -0300 Subject: [PATCH 08/14] Create client sales visualization --- .gitignore | 5 ++- src/visualization.py | 94 ++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 98 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 207bf845..64c20649 100644 --- a/.gitignore +++ b/.gitignore @@ -15,4 +15,7 @@ __pycache__/ *.py[cod] #Development follow-up -DEVELOPMENT.md \ No newline at end of file +DEVELOPMENT.md + +#Notes for sql +querys.sql \ No newline at end of file diff --git a/src/visualization.py b/src/visualization.py index e69de29b..366bb821 100644 --- a/src/visualization.py +++ b/src/visualization.py @@ -0,0 +1,94 @@ +import pandas as pd + +pd.set_option('display.max_columns', None) +pd.set_option('display.max_rows', None) +import database as db + + +def df_cad(): + connection = db.get_connection() + + try: + # Query 1 provided by the client. + df = pd.read_sql( + f""" + SELECT + STORE_CODE, + STORE_NAME, + START_DATE, + END_DATE, + BUSINESS_NAME, + BUSINESS_CODE + FROM data_store_cad""", + connection + ) + return df + finally: + connection.close() + + +def df_sales(): + connection = db.get_connection() + + # Period requested by the client. + # the filter is applied in Pandas later on. + client_period = pd.to_datetime(['2019-10-01', '2019-12-31']) + + try: + # Query 2 provided by the client. + query = """ + SELECT STORE_CODE, + DATE, + SALES_VALUE, + SALES_QTY + FROM data_store_sales + WHERE DATE BETWEEN '2019-01-01' AND '2019-12-31' + """ + + df = pd.read_sql(query, connection) + + # Ensures date comparisons are made between datetime values. + df['DATE'] = pd.to_datetime(df['DATE']) + + filtered_df = df[ + (df["DATE"] >= client_period[0]) & + (df["DATE"] <= client_period[1]) + ] + return filtered_df + + finally: + connection.close() + + +# Final Table +def build_client_visualization(): + # Combines sales data with store metadata using STORE_CODE. + merged = pd.merge( + left=df_sales(), + right=df_cad(), + on=['STORE_CODE'], + how='inner' + ) + + # Calculate the ticket average (TM) for each sales record. + merged['TM'] = merged['SALES_VALUE'] / merged['SALES_QTY'] + + # Aggregates TM by store and business category to match the requested output. + visualizer_df = ( + merged.groupby(['STORE_NAME', 'BUSINESS_NAME'], as_index=False) + ["TM"].mean() + ) + visualizer_df['TM'] = visualizer_df["TM"].round(2) + + visualizer_df = visualizer_df.rename( + columns={ + "STORE_NAME": "Loja", + "BUSINESS_NAME": "Categoria" + } + ) + return visualizer_df + + +if __name__ == "__main__": + my_data = build_client_visualization() + print(my_data) From 88dd86bc4e00e13b1bf0069d4c9fc8056b8c2527 Mon Sep 17 00:00:00 2001 From: Felipe Date: Fri, 26 Jun 2026 20:15:00 -0300 Subject: [PATCH 09/14] Add IMDB analysis and visualizations --- src/imdb_visualization.py | 82 ++++++++++++++++++++++++++++++ src/revenue_vs_metascore.png | Bin 0 -> 352055 bytes src/top10_movies_by_metascore.png | Bin 0 -> 137802 bytes 3 files changed, 82 insertions(+) create mode 100644 src/imdb_visualization.py create mode 100644 src/revenue_vs_metascore.png create mode 100644 src/top10_movies_by_metascore.png diff --git a/src/imdb_visualization.py b/src/imdb_visualization.py new file mode 100644 index 00000000..184bdf77 --- /dev/null +++ b/src/imdb_visualization.py @@ -0,0 +1,82 @@ +import pandas as pd +import matplotlib.pyplot as plt +import database as db + + +def load_imdb_movies(): + connection = db.get_connection() + try: + query = """ + SELECT * + FROM IMDB_movies + """ + df = pd.read_sql(query, connection) + return df + finally: + connection.close() + + +def plot_top10_movies_by_metascore(): + movies_df = load_imdb_movies() + print("Generating Metascore bar chart...") + top_10 = ( + movies_df + .dropna(subset=["Metascore"]) + .sort_values(by=["Metascore", "Votes"], + ascending=[False, False] + ).head(10) + ) + + chart_data = top_10.set_index("Title")["Metascore"] + + plt.figure(figsize=(10, 10)) + ax = chart_data.sort_values(ascending=True).plot(kind="barh") + ax.bar_label(ax.containers[0], fmt="%.0f", padding=3) + plt.title('Top 10 movies by Metascore') + plt.xlabel("Metascore") + plt.ylabel("Title") + plt.tight_layout() + plt.savefig("top10_movies_by_metascore.png", dpi=300,bbox_inches="tight") + plt.show() + plt.close() + + +def plot_scatter_revenue_metascore(): + movies_df = load_imdb_movies() + print("Generating Revenue vs Metascore scatter plot...") + scatter_df = movies_df[["Title", "RevenueMillions", "Metascore"]].copy() + print(f"Original dataset shape: {movies_df.shape}") + + scatter_df = scatter_df.dropna( + subset=["RevenueMillions", "Metascore"] + ) + scatter_df = scatter_df[ + scatter_df["RevenueMillions"] > 0 + ] + + print(f"Cleaned scatter dataset shape: {scatter_df.shape}") + + plt.figure(figsize=(10, 8)) + plt.scatter( + scatter_df["RevenueMillions"], + scatter_df["Metascore"], + alpha=0.6 + ) + # Log scale improves readability because revenue values are highly spread out. + plt.xscale("log") + + plt.title("Revenue vs Metascore") + plt.xlabel("Revenue in millions (log scale)") + plt.ylabel("Metascore") + plt.tight_layout() + plt.savefig("revenue_vs_metascore.png", dpi=300,bbox_inches="tight") + plt.show() + plt.close() + + +if __name__ == '__main__': + # Top 10 movies by Metascore + plot_top10_movies_by_metascore() + + # Relationship between Revenue and Metascore + plot_scatter_revenue_metascore() diff --git a/src/revenue_vs_metascore.png b/src/revenue_vs_metascore.png new file mode 100644 index 0000000000000000000000000000000000000000..4f617c54c70c39ddd3ac47631d5cbe9e36bf1ba4 GIT binary patch literal 352055 zcmeEuXIPWz)^4Ua%;+fNSU?am>L`PBsnTKvmEJ*`g7hXO^bpHdRGNwuX%Ug$484O= 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