From 68a14de25ebd067fb3efa012c87c89f6c08f18d4 Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 19:36:01 +0530 Subject: [PATCH 01/11] #35 added streamlit and made basic scaffolding --- app.py | 14 ++ poetry.lock | 468 ++++++++++++++++++++++++++++++++++++++++++++++++- pyproject.toml | 3 +- 3 files changed, 482 insertions(+), 3 deletions(-) create mode 100644 app.py diff --git a/app.py b/app.py new file mode 100644 index 0000000..1d98726 --- /dev/null +++ b/app.py @@ -0,0 +1,14 @@ +""" +Module to house the streamlit logic +""" + +import streamlit as st + + +def main(): + st.title("DORA") + st.write("This is a simple app to demonstrate the use of DORA.") + + +if __name__ == "__main__": + main() diff --git a/poetry.lock b/poetry.lock index 4b33c20..c230f62 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,5 +1,30 @@ # This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +[[package]] +name = "altair" +version = "6.0.0" +description = 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(>=3.1.5,<4.0.0)", "pyarrow (>=21.0.0,<22.0.0)", "kagglehub (==0.3.13)", - "pydantic (>=2.12.5,<3.0.0)" + "pydantic (>=2.12.5,<3.0.0)", + "streamlit (>=1.53.0,<2.0.0)" ] classifiers = [ From 6dc6e6768609da8c0b9f176258845746814db1b5 Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 20:04:41 +0530 Subject: [PATCH 02/11] #35 implemented streamlit application --- app.py | 381 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 378 insertions(+), 3 deletions(-) diff --git a/app.py b/app.py index 1d98726..62f4e9f 100644 --- a/app.py +++ b/app.py @@ -1,13 +1,388 @@ """ -Module to house the streamlit logic +Streamlit application for DORA (Data-Oriented Report Automator). """ +import logging +import os +import shutil +import uuid +from pathlib import Path + import streamlit as st +from src.dora.data_loader import read_data +from src.dora.kaggle import KaggleHandler + +logging.basicConfig(level=logging.INFO) + + +def init_session_state(): + """Initialize session state variables.""" + if "session_id" not in st.session_state: + st.session_state.session_id = str(uuid.uuid4()) + if "df" not in st.session_state: + st.session_state.df = None + if "output_dir" not in st.session_state: + # Create a unique output directory for this session + base_output = Path("output") / st.session_state.session_id + base_output.mkdir(parents=True, exist_ok=True) + st.session_state.output_dir = base_output + if "input_source" not in st.session_state: + st.session_state.input_source = None + + +def reset_analysis(): + """Reset the analysis state when new data is loaded.""" + st.session_state.df = None + st.session_state.input_source = None + # Clear previous outputs + if st.session_state.output_dir.exists(): + shutil.rmtree(st.session_state.output_dir) + st.session_state.output_dir.mkdir(parents=True, exist_ok=True) + def main(): - st.title("DORA") - st.write("This is a simple app to demonstrate the use of DORA.") + """Main function to run the Streamlit application.""" + st.set_page_config( + page_title="DORA | Data-Oriented Report Automator", + page_icon="📊", + layout="wide", + initial_sidebar_state="expanded", + ) + + init_session_state() + + st.title("📊 DORA: Data-Oriented Report Automator") + st.markdown( + """ + Welcome to DORA! This tool automates the Exploratory Data Analysis (EDA) process. + Upload a dataset or connect to Kaggle to get started. + """ + ) + + # Data Ingestion Layer + st.header("1. Data Ingestion") + + tab_local, tab_kaggle = st.tabs(["📁 Local File", "🌐 Kaggle Dataset"]) + + with tab_local: + st.info("Upload a CSV, Excel, JSON, or Parquet file.") + uploaded_file = st.file_uploader( + "Choose a file", type=["csv", "xlsx", "xls", "json", "parquet"] + ) + + if uploaded_file is not None: + # We need to save the uploaded file to a temporary path so read_data can read it + # or modify read_data to accept file-like objects (but read_data takes a Path). + # For reuse, we'll save it to the session output dir. + temp_path = st.session_state.output_dir / uploaded_file.name + + # Button to trigger load + if st.button("Load Local Data", key="btn_local"): + try: + with open(temp_path, "wb") as f: + f.write(uploaded_file.getbuffer()) + + with st.spinner("Loading data..."): + df = read_data(temp_path) + st.session_state.df = df + st.session_state.input_source = uploaded_file.name + st.success(f"Successfully loaded '{uploaded_file.name}'") + except Exception as e: + st.error(f"Error loading file: {e}") + + with tab_kaggle: + st.info("Enter a Kaggle Dataset ID (e.g., `owner/dataset`) or full URL.") + kaggle_input = st.text_input("Kaggle Dataset ID or URL") + + if st.button("Download & Load from Kaggle", key="btn_kaggle"): + if kaggle_input: + try: + with st.spinner("Connecting to Kaggle..."): + # Extract ID if it's a URL + if KaggleHandler.is_kaggle_url(kaggle_input): + dataset_id = KaggleHandler.extract_dataset_id(kaggle_input) + else: + dataset_id = kaggle_input + + st.text(f"Dataset ID: {dataset_id}") + + # Download using existing handler + # Note: KaggleHandler.download_dataset handles the download path internally via kagglehub logic, + # which caches it in ~/.cache/kagglehub. It returns the Path to the specific file. + file_path = KaggleHandler.download_dataset(dataset_id) + + st.write(f"Downloaded to: {file_path}") + + # Load data + df = read_data(file_path) + st.session_state.df = df + st.session_state.input_source = dataset_id + st.success(f"Successfully loaded data from '{dataset_id}'") + + except Exception as e: + st.error(f"Error processing Kaggle dataset: {e}") + else: + st.warning("Please enter a valid Dataset ID or URL.") + + # Data Preview + if st.session_state.df is not None: + st.divider() + st.subheader(f"Dataset Preview: {st.session_state.input_source}") + st.write( + f"**Shape:** {st.session_state.df.shape[0]} rows × {st.session_state.df.shape[1]} columns" + ) + st.dataframe(st.session_state.df.head()) + + # Configuration Layer (Sidebar) + st.sidebar.header("2. Configuration") + + # Target Variable + target_variable = st.sidebar.selectbox( + "Target Variable (for Bivariate Analysis)", + options=["None"] + list(st.session_state.df.columns), + index=0, + ) + if target_variable == "None": + target_variable = None + + st.sidebar.subheader("Analysis Steps") + run_profile = st.sidebar.checkbox("Data Profile", value=True) + run_univariate = st.sidebar.checkbox("Univariate Analysis", value=True) + run_bivariate = st.sidebar.checkbox("Bivariate Analysis", value=True) + run_multivariate = st.sidebar.checkbox("Multivariate Analysis", value=True) + + # Visualization Layer (Main Area) + if "analysis_complete" not in st.session_state: + st.session_state.analysis_complete = False + if "report_data" not in st.session_state: + st.session_state.report_data = None + + # Visualization Layer (Main Area) + if st.button("Run Analysis", type="primary"): + with st.spinner("Running Analysis..."): + # Reset output dir components for fresh run (granular cleanup to avoid Windows permissions issues) + charts_dir = st.session_state.output_dir / "charts" + if charts_dir.exists(): + shutil.rmtree(charts_dir, ignore_errors=True) + + report_path = st.session_state.output_dir / "eda_report.html" + if report_path.exists(): + try: + os.remove(report_path) + except OSError: + pass # Best effort + + st.session_state.output_dir.mkdir(parents=True, exist_ok=True) + charts_dir.mkdir(exist_ok=True) + + # Dictionary to collect data for HTML report generation + # We store this in a local var first, then move to session state + current_report_data = { + "title": f"EDA Report for {st.session_state.input_source}", + } + + # 1. Profile Step + if run_profile: + try: + from src.dora.profiling import generate_profile + + profile_data = generate_profile(st.session_state.df) + current_report_data["profile"] = profile_data + except Exception as e: + st.error(f"Error in Profiling: {e}") + + # 2. Univariate Step + if run_univariate: + try: + from src.dora.plots import univariate + + # Default params matching existing config defaults + params = { + "plot_types": { + "numerical": ["histogram", "boxplot"], + "categorical": ["barplot"], + }, + "max_categories": 20, + } + plot_paths = univariate.generate_plots( + st.session_state.df, charts_dir, params + ) + current_report_data["univariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Univariate Analysis: {e}") + + # 3. Bivariate Step + if run_bivariate: + if not target_variable: + st.warning( + "Skipping Bivariate Analysis: No Target Variable selected." + ) + else: + try: + from src.dora.plots import bivariate + + params = {"target_centric": True, "max_categories": 20} + plot_paths = bivariate.generate_plots( + st.session_state.df, target_variable, charts_dir, params + ) + current_report_data["bivariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Bivariate Analysis: {e}") + + # 4. Multivariate Step + if run_multivariate: + try: + from src.dora.plots import multivariate + + params = { + "correlation_cols": [] + } # Empty list means all numerical + plot_paths = multivariate.generate_plots( + st.session_state.df, charts_dir, params + ) + current_report_data["multivariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Multivariate Analysis: {e}") + + # Update Session State + st.session_state.report_data = current_report_data + st.session_state.analysis_complete = True + + # Generate Physical Report Immediately + try: + from src.dora.reporting.generator import create_report + + create_report(current_report_data, st.session_state.output_dir) + + # Create ZIP (save outside to avoid recursion) + zip_base_name = ( + st.session_state.output_dir.parent + / f"{st.session_state.session_id}_report" + ) + shutil.make_archive( + zip_base_name, "zip", st.session_state.output_dir + ) + st.success( + f"Analysis Complete! Report generated in {st.session_state.output_dir}" + ) + + except Exception as e: + st.error(f"Error generating final report: {e}") + + # Render Results (Persistent) + if st.session_state.analysis_complete and st.session_state.report_data: + charts_dir = st.session_state.output_dir / "charts" + report_data = st.session_state.report_data + + tabs_list = [] + if "profile" in report_data: + tabs_list.append("Profile") + if "univariate_plots" in report_data: + tabs_list.append("Univariate") + if "bivariate_plots" in report_data: + tabs_list.append("Bivariate") + if "multivariate_plots" in report_data: + tabs_list.append("Multivariate") + + if tabs_list: + tabs = st.tabs(tabs_list) + tab_idx = 0 + + # 1. Profile Render + if "profile" in report_data: + with tabs[tab_idx]: + st.header("Data Profile") + try: + profile_data = report_data["profile"] + col1, col2 = st.columns(2) + col1.metric("Rows", profile_data["dataset_shape"][0]) + col2.metric("Columns", profile_data["dataset_shape"][1]) + + st.subheader("Column Profiles") + for col_prof in profile_data["column_profiles"]: + with st.expander( + f"{col_prof['name']} ({col_prof['type']})" + ): + st.json(col_prof["stats"]) + if col_prof.get("sparkline_base64"): + st.markdown( + f'', + unsafe_allow_html=True, + ) + + if profile_data.get("missing_values_html"): + st.subheader("Missing Values") + st.markdown( + profile_data["missing_values_html"], + unsafe_allow_html=True, + ) + except Exception as e: + st.error(f"Error displaying profile: {e}") + tab_idx += 1 + + # 2. Univariate Render + if "univariate_plots" in report_data: + with tabs[tab_idx]: + st.header("Univariate Analysis") + plot_paths = report_data["univariate_plots"] + if not plot_paths: + st.info("No plots generated.") + else: + cols = st.columns(2) + for i, path_str in enumerate(plot_paths): + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + cols[i % 2].image(str(full_path), width="stretch") + tab_idx += 1 + + # 3. Bivariate Render + if "bivariate_plots" in report_data: + with tabs[tab_idx]: + st.header("Bivariate Analysis") + plot_paths = report_data["bivariate_plots"] + if not plot_paths: + st.info("No plots generated.") + else: + cols = st.columns(2) + for i, path_str in enumerate(plot_paths): + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + cols[i % 2].image(str(full_path), width="stretch") + tab_idx += 1 + + # 4. Multivariate Render + if "multivariate_plots" in report_data: + with tabs[tab_idx]: + st.header("Multivariate Analysis") + plot_paths = report_data["multivariate_plots"] + for path_str in plot_paths: + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + st.image(str(full_path), width="stretch") + tab_idx += 1 + + # Download Button (Persistent) + st.divider() + st.subheader("Download Report Data") + zip_base_name = ( + st.session_state.output_dir.parent + / f"{st.session_state.session_id}_report" + ) + zip_path = zip_base_name.with_suffix(".zip") + + if zip_path.exists(): + with open(zip_path, "rb") as f: + st.download_button( + label="Download Full Report (ZIP)", + data=f, + file_name="dora_analysis.zip", + mime="application/zip", + ) + + # Placeholder for next steps + if st.session_state.df is not None: + st.info("Data loaded! Analysis configuration needed next.") if __name__ == "__main__": From 86868a0e72c3392c1cf81db3c30f18a1b7346db9 Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 20:13:35 +0530 Subject: [PATCH 03/11] #35 modularised the app.py as there were too many locals --- app.py | 606 ++++++------ .../charts/bivariate_Age_vs_Survived.png | Bin 0 -> 24557 bytes .../charts/bivariate_Cabin_vs_Survived.png | Bin 0 -> 40970 bytes .../charts/bivariate_Embarked_vs_Survived.png | Bin 0 -> 17895 bytes .../charts/bivariate_Fare_vs_Survived.png | Bin 0 -> 25359 bytes .../charts/bivariate_Name_vs_Survived.png | Bin 0 -> 83158 bytes .../charts/bivariate_Parch_vs_Survived.png | Bin 0 -> 17876 bytes .../bivariate_PassengerId_vs_Survived.png | Bin 0 -> 38157 bytes .../charts/bivariate_Pclass_vs_Survived.png | Bin 0 -> 19015 bytes .../charts/bivariate_Sex_vs_Survived.png | Bin 0 -> 16754 bytes .../charts/bivariate_SibSp_vs_Survived.png | Bin 0 -> 18710 bytes 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| Bin 0 -> 14931 bytes .../charts/univariate_SibSp_boxplot.png | Bin 0 -> 12902 bytes .../charts/univariate_SibSp_histogram.png | Bin 0 -> 18360 bytes .../charts/univariate_Survived_boxplot.png | Bin 0 -> 12148 bytes .../charts/univariate_Survived_histogram.png | Bin 0 -> 17659 bytes .../charts/univariate_Ticket_barplot.png | Bin 0 -> 46476 bytes .../eda_report.html | 789 ++++++++++++++++ .../titantic.csv | 892 ++++++++++++++++++ ...3af-9a01-4f28-bec2-c6c88336807f_report.zip | Bin 0 -> 746055 bytes 35 files changed, 2002 insertions(+), 285 deletions(-) create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Age_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Cabin_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Embarked_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Fare_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Name_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Parch_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_PassengerId_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Pclass_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Sex_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_SibSp_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/bivariate_Ticket_vs_Survived.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/multivariate_correlation_matrix.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Age_boxplot.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Age_histogram.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Cabin_barplot.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Embarked_barplot.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Fare_boxplot.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Fare_histogram.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Name_barplot.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Parch_boxplot.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_Parch_histogram.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_PassengerId_boxplot.png create mode 100644 output/912223af-9a01-4f28-bec2-c6c88336807f/charts/univariate_PassengerId_histogram.png create mode 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output/912223af-9a01-4f28-bec2-c6c88336807f_report.zip diff --git a/app.py b/app.py index 62f4e9f..be38376 100644 --- a/app.py +++ b/app.py @@ -41,17 +41,14 @@ def reset_analysis(): st.session_state.output_dir.mkdir(parents=True, exist_ok=True) -def main(): - """Main function to run the Streamlit application.""" +def setup_page(): + """Configure the Streamlit page settings.""" st.set_page_config( page_title="DORA | Data-Oriented Report Automator", page_icon="📊", layout="wide", initial_sidebar_state="expanded", ) - - init_session_state() - st.title("📊 DORA: Data-Oriented Report Automator") st.markdown( """ @@ -60,10 +57,54 @@ def main(): """ ) - # Data Ingestion Layer - st.header("1. Data Ingestion") - tab_local, tab_kaggle = st.tabs(["📁 Local File", "🌐 Kaggle Dataset"]) +def load_local_data(uploaded_file): + """Handle loading of local file uploads.""" + # We need to save the uploaded file to a temporary path so read_data can read it + temp_path = st.session_state.output_dir / uploaded_file.name + try: + with open(temp_path, "wb") as f: + f.write(uploaded_file.getbuffer()) + + with st.spinner("Loading data..."): + df = read_data(temp_path) + st.session_state.df = df + st.session_state.input_source = uploaded_file.name + st.success(f"Successfully loaded '{uploaded_file.name}'") + except Exception as e: + st.error(f"Error loading file: {e}") + + +def load_kaggle_data(kaggle_input): + """Handle loading of Kaggle datasets.""" + try: + with st.spinner("Connecting to Kaggle..."): + # Extract ID if it's a URL + if KaggleHandler.is_kaggle_url(kaggle_input): + dataset_id = KaggleHandler.extract_dataset_id(kaggle_input) + else: + dataset_id = kaggle_input + + st.text(f"Dataset ID: {dataset_id}") + + # Download using existing handler + file_path = KaggleHandler.download_dataset(dataset_id) + st.write(f"Downloaded to: {file_path}") + + # Load data + df = read_data(file_path) + st.session_state.df = df + st.session_state.input_source = dataset_id + st.success(f"Successfully loaded data from '{dataset_id}'") + + except Exception as e: + st.error(f"Error processing Kaggle dataset: {e}") + + +def render_ingestion(): + """Render the data ingestion section (Local File & Kaggle Tabs).""" + st.header("1. Data Ingestion") + tab_local, tab_kaggle = st.tabs(["Local File", "Kaggle Dataset"]) with tab_local: st.info("Upload a CSV, Excel, JSON, or Parquet file.") @@ -72,24 +113,9 @@ def main(): ) if uploaded_file is not None: - # We need to save the uploaded file to a temporary path so read_data can read it - # or modify read_data to accept file-like objects (but read_data takes a Path). - # For reuse, we'll save it to the session output dir. - temp_path = st.session_state.output_dir / uploaded_file.name - # Button to trigger load if st.button("Load Local Data", key="btn_local"): - try: - with open(temp_path, "wb") as f: - f.write(uploaded_file.getbuffer()) - - with st.spinner("Loading data..."): - df = read_data(temp_path) - st.session_state.df = df - st.session_state.input_source = uploaded_file.name - st.success(f"Successfully loaded '{uploaded_file.name}'") - except Exception as e: - st.error(f"Error loading file: {e}") + load_local_data(uploaded_file) with tab_kaggle: st.info("Enter a Kaggle Dataset ID (e.g., `owner/dataset`) or full URL.") @@ -97,291 +123,301 @@ def main(): if st.button("Download & Load from Kaggle", key="btn_kaggle"): if kaggle_input: - try: - with st.spinner("Connecting to Kaggle..."): - # Extract ID if it's a URL - if KaggleHandler.is_kaggle_url(kaggle_input): - dataset_id = KaggleHandler.extract_dataset_id(kaggle_input) - else: - dataset_id = kaggle_input - - st.text(f"Dataset ID: {dataset_id}") - - # Download using existing handler - # Note: KaggleHandler.download_dataset handles the download path internally via kagglehub logic, - # which caches it in ~/.cache/kagglehub. It returns the Path to the specific file. - file_path = KaggleHandler.download_dataset(dataset_id) - - st.write(f"Downloaded to: {file_path}") - - # Load data - df = read_data(file_path) - st.session_state.df = df - st.session_state.input_source = dataset_id - st.success(f"Successfully loaded data from '{dataset_id}'") - - except Exception as e: - st.error(f"Error processing Kaggle dataset: {e}") + load_kaggle_data(kaggle_input) else: st.warning("Please enter a valid Dataset ID or URL.") - # Data Preview + +def render_preview(): + """Render the dataframe preview.""" if st.session_state.df is not None: st.divider() st.subheader(f"Dataset Preview: {st.session_state.input_source}") st.write( - f"**Shape:** {st.session_state.df.shape[0]} rows × {st.session_state.df.shape[1]} columns" + f"**Shape:** {st.session_state.df.shape[0]} rows x {st.session_state.df.shape[1]} columns" ) st.dataframe(st.session_state.df.head()) - # Configuration Layer (Sidebar) - st.sidebar.header("2. Configuration") - # Target Variable - target_variable = st.sidebar.selectbox( - "Target Variable (for Bivariate Analysis)", - options=["None"] + list(st.session_state.df.columns), - index=0, - ) - if target_variable == "None": - target_variable = None - - st.sidebar.subheader("Analysis Steps") - run_profile = st.sidebar.checkbox("Data Profile", value=True) - run_univariate = st.sidebar.checkbox("Univariate Analysis", value=True) - run_bivariate = st.sidebar.checkbox("Bivariate Analysis", value=True) - run_multivariate = st.sidebar.checkbox("Multivariate Analysis", value=True) - - # Visualization Layer (Main Area) - if "analysis_complete" not in st.session_state: - st.session_state.analysis_complete = False - if "report_data" not in st.session_state: - st.session_state.report_data = None - - # Visualization Layer (Main Area) - if st.button("Run Analysis", type="primary"): - with st.spinner("Running Analysis..."): - # Reset output dir components for fresh run (granular cleanup to avoid Windows permissions issues) - charts_dir = st.session_state.output_dir / "charts" - if charts_dir.exists(): - shutil.rmtree(charts_dir, ignore_errors=True) - - report_path = st.session_state.output_dir / "eda_report.html" - if report_path.exists(): - try: - os.remove(report_path) - except OSError: - pass # Best effort - - st.session_state.output_dir.mkdir(parents=True, exist_ok=True) - charts_dir.mkdir(exist_ok=True) - - # Dictionary to collect data for HTML report generation - # We store this in a local var first, then move to session state - current_report_data = { - "title": f"EDA Report for {st.session_state.input_source}", +def render_sidebar(): + """Render the configuration sidebar.""" + if st.session_state.df is None: + return None + + st.sidebar.header("2. Configuration") + + # Target Variable + target_variable = st.sidebar.selectbox( + "Target Variable (for Bivariate Analysis)", + options=["None"] + list(st.session_state.df.columns), + index=0, + ) + if target_variable == "None": + target_variable = None + + st.sidebar.subheader("Analysis Steps") + config = { + "target_variable": target_variable, + "run_profile": st.sidebar.checkbox("Data Profile", value=True), + "run_univariate": st.sidebar.checkbox("Univariate Analysis", value=True), + "run_bivariate": st.sidebar.checkbox("Bivariate Analysis", value=True), + "run_multivariate": st.sidebar.checkbox("Multivariate Analysis", value=True), + } + return config + + +def execute_analysis(config): + """Execute the analysis steps based on configuration.""" + with st.spinner("Running Analysis..."): + # Reset output dir components + charts_dir = st.session_state.output_dir / "charts" + if charts_dir.exists(): + shutil.rmtree(charts_dir, ignore_errors=True) + + report_path = st.session_state.output_dir / "eda_report.html" + if report_path.exists(): + try: + os.remove(report_path) + except OSError: + pass + + st.session_state.output_dir.mkdir(parents=True, exist_ok=True) + charts_dir.mkdir(exist_ok=True) + + current_report_data = { + "title": f"EDA Report for {st.session_state.input_source}", + } + + # 1. Profile Step + if config["run_profile"]: + try: + from src.dora.profiling import generate_profile + + profile_data = generate_profile(st.session_state.df) + current_report_data["profile"] = profile_data + except Exception as e: + st.error(f"Error in Profiling: {e}") + + # 2. Univariate Step + if config["run_univariate"]: + try: + from src.dora.plots import univariate + + params = { + "plot_types": { + "numerical": ["histogram", "boxplot"], + "categorical": ["barplot"], + }, + "max_categories": 20, } + plot_paths = univariate.generate_plots( + st.session_state.df, charts_dir, params + ) + current_report_data["univariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Univariate Analysis: {e}") + + # 3. Bivariate Step + if config["run_bivariate"]: + if not config["target_variable"]: + st.warning("Skipping Bivariate Analysis: No Target Variable selected.") + else: + try: + from src.dora.plots import bivariate + + params = {"target_centric": True, "max_categories": 20} + plot_paths = bivariate.generate_plots( + st.session_state.df, + config["target_variable"], + charts_dir, + params, + ) + current_report_data["bivariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Bivariate Analysis: {e}") - # 1. Profile Step - if run_profile: - try: - from src.dora.profiling import generate_profile - - profile_data = generate_profile(st.session_state.df) - current_report_data["profile"] = profile_data - except Exception as e: - st.error(f"Error in Profiling: {e}") - - # 2. Univariate Step - if run_univariate: - try: - from src.dora.plots import univariate - - # Default params matching existing config defaults - params = { - "plot_types": { - "numerical": ["histogram", "boxplot"], - "categorical": ["barplot"], - }, - "max_categories": 20, - } - plot_paths = univariate.generate_plots( - st.session_state.df, charts_dir, params - ) - current_report_data["univariate_plots"] = plot_paths - except Exception as e: - st.error(f"Error in Univariate Analysis: {e}") - - # 3. Bivariate Step - if run_bivariate: - if not target_variable: - st.warning( - "Skipping Bivariate Analysis: No Target Variable selected." - ) - else: - try: - from src.dora.plots import bivariate - - params = {"target_centric": True, "max_categories": 20} - plot_paths = bivariate.generate_plots( - st.session_state.df, target_variable, charts_dir, params - ) - current_report_data["bivariate_plots"] = plot_paths - except Exception as e: - st.error(f"Error in Bivariate Analysis: {e}") - - # 4. Multivariate Step - if run_multivariate: - try: - from src.dora.plots import multivariate - - params = { - "correlation_cols": [] - } # Empty list means all numerical - plot_paths = multivariate.generate_plots( - st.session_state.df, charts_dir, params - ) - current_report_data["multivariate_plots"] = plot_paths - except Exception as e: - st.error(f"Error in Multivariate Analysis: {e}") + # 4. Multivariate Step + if config["run_multivariate"]: + try: + from src.dora.plots import multivariate - # Update Session State - st.session_state.report_data = current_report_data - st.session_state.analysis_complete = True + params = {"correlation_cols": []} + plot_paths = multivariate.generate_plots( + st.session_state.df, charts_dir, params + ) + current_report_data["multivariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Multivariate Analysis: {e}") - # Generate Physical Report Immediately - try: - from src.dora.reporting.generator import create_report + # Update Session State + st.session_state.report_data = current_report_data + st.session_state.analysis_complete = True - create_report(current_report_data, st.session_state.output_dir) + # Generate Physical Report Immediately + try: + from src.dora.reporting.generator import create_report - # Create ZIP (save outside to avoid recursion) - zip_base_name = ( - st.session_state.output_dir.parent - / f"{st.session_state.session_id}_report" - ) - shutil.make_archive( - zip_base_name, "zip", st.session_state.output_dir - ) - st.success( - f"Analysis Complete! Report generated in {st.session_state.output_dir}" - ) + create_report(current_report_data, st.session_state.output_dir) - except Exception as e: - st.error(f"Error generating final report: {e}") - - # Render Results (Persistent) - if st.session_state.analysis_complete and st.session_state.report_data: - charts_dir = st.session_state.output_dir / "charts" - report_data = st.session_state.report_data - - tabs_list = [] - if "profile" in report_data: - tabs_list.append("Profile") - if "univariate_plots" in report_data: - tabs_list.append("Univariate") - if "bivariate_plots" in report_data: - tabs_list.append("Bivariate") - if "multivariate_plots" in report_data: - tabs_list.append("Multivariate") - - if tabs_list: - tabs = st.tabs(tabs_list) - tab_idx = 0 - - # 1. Profile Render - if "profile" in report_data: - with tabs[tab_idx]: - st.header("Data Profile") - try: - profile_data = report_data["profile"] - col1, col2 = st.columns(2) - col1.metric("Rows", profile_data["dataset_shape"][0]) - col2.metric("Columns", profile_data["dataset_shape"][1]) - - st.subheader("Column Profiles") - for col_prof in profile_data["column_profiles"]: - with st.expander( - f"{col_prof['name']} ({col_prof['type']})" - ): - st.json(col_prof["stats"]) - if col_prof.get("sparkline_base64"): - st.markdown( - f'', - unsafe_allow_html=True, - ) - - if profile_data.get("missing_values_html"): - st.subheader("Missing Values") - st.markdown( - profile_data["missing_values_html"], - unsafe_allow_html=True, - ) - except Exception as e: - st.error(f"Error displaying profile: {e}") - tab_idx += 1 - - # 2. Univariate Render - if "univariate_plots" in report_data: - with tabs[tab_idx]: - st.header("Univariate Analysis") - plot_paths = report_data["univariate_plots"] - if not plot_paths: - st.info("No plots generated.") - else: - cols = st.columns(2) - for i, path_str in enumerate(plot_paths): - full_path = charts_dir / Path(path_str).name - if full_path.exists(): - cols[i % 2].image(str(full_path), width="stretch") - tab_idx += 1 - - # 3. Bivariate Render - if "bivariate_plots" in report_data: - with tabs[tab_idx]: - st.header("Bivariate Analysis") - plot_paths = report_data["bivariate_plots"] - if not plot_paths: - st.info("No plots generated.") - else: - cols = st.columns(2) - for i, path_str in enumerate(plot_paths): - full_path = charts_dir / Path(path_str).name - if full_path.exists(): - cols[i % 2].image(str(full_path), width="stretch") - tab_idx += 1 - - # 4. Multivariate Render - if "multivariate_plots" in report_data: - with tabs[tab_idx]: - st.header("Multivariate Analysis") - plot_paths = report_data["multivariate_plots"] - for path_str in plot_paths: - full_path = charts_dir / Path(path_str).name - if full_path.exists(): - st.image(str(full_path), width="stretch") - tab_idx += 1 - - # Download Button (Persistent) - st.divider() - st.subheader("Download Report Data") + # Create ZIP zip_base_name = ( st.session_state.output_dir.parent / f"{st.session_state.session_id}_report" ) - zip_path = zip_base_name.with_suffix(".zip") - - if zip_path.exists(): - with open(zip_path, "rb") as f: - st.download_button( - label="Download Full Report (ZIP)", - data=f, - file_name="dora_analysis.zip", - mime="application/zip", - ) + shutil.make_archive(zip_base_name, "zip", st.session_state.output_dir) + st.success( + f"Analysis Complete! Report generated in {st.session_state.output_dir}" + ) + + except Exception as e: + st.error(f"Error generating final report: {e}") + + +def render_report_tabs(): + """Render the analysis results in tabs.""" + if not (st.session_state.analysis_complete and st.session_state.report_data): + return + + charts_dir = st.session_state.output_dir / "charts" + report_data = st.session_state.report_data + + tabs_list = [] + if "profile" in report_data: + tabs_list.append("Profile") + if "univariate_plots" in report_data: + tabs_list.append("Univariate") + if "bivariate_plots" in report_data: + tabs_list.append("Bivariate") + if "multivariate_plots" in report_data: + tabs_list.append("Multivariate") + + if tabs_list: + tabs = st.tabs(tabs_list) + tab_idx = 0 + + # 1. Profile Render + if "profile" in report_data: + with tabs[tab_idx]: + st.header("Data Profile") + try: + profile_data = report_data["profile"] + col1, col2 = st.columns(2) + col1.metric("Rows", profile_data["dataset_shape"][0]) + col2.metric("Columns", profile_data["dataset_shape"][1]) + + st.subheader("Column Profiles") + for col_prof in profile_data["column_profiles"]: + with st.expander(f"{col_prof['name']} ({col_prof['type']})"): + st.json(col_prof["stats"]) + if col_prof.get("sparkline_base64"): + st.markdown( + f'', + unsafe_allow_html=True, + ) + + if profile_data.get("missing_values_html"): + st.subheader("Missing Values") + st.markdown( + profile_data["missing_values_html"], unsafe_allow_html=True + ) + except Exception as e: + st.error(f"Error displaying profile: {e}") + tab_idx += 1 + + # 2. Univariate Render + if "univariate_plots" in report_data: + with tabs[tab_idx]: + st.header("Univariate Analysis") + plot_paths = report_data["univariate_plots"] + if not plot_paths: + st.info("No plots generated.") + else: + cols = st.columns(2) + for i, path_str in enumerate(plot_paths): + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + cols[i % 2].image(str(full_path), width="stretch") + tab_idx += 1 + + # 3. Bivariate Render + if "bivariate_plots" in report_data: + with tabs[tab_idx]: + st.header("Bivariate Analysis") + plot_paths = report_data["bivariate_plots"] + if not plot_paths: + st.info("No plots generated.") + else: + cols = st.columns(2) + for i, path_str in enumerate(plot_paths): + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + cols[i % 2].image(str(full_path), width="stretch") + tab_idx += 1 + + # 4. Multivariate Render + if "multivariate_plots" in report_data: + with tabs[tab_idx]: + st.header("Multivariate Analysis") + plot_paths = report_data["multivariate_plots"] + for path_str in plot_paths: + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + st.image(str(full_path), width="stretch") + tab_idx += 1 + + +def render_download_section(): + """Render the download button for the full report.""" + if not (st.session_state.analysis_complete and st.session_state.report_data): + return + + st.divider() + st.subheader("Download Report Data") + zip_base_name = ( + st.session_state.output_dir.parent / f"{st.session_state.session_id}_report" + ) + zip_path = zip_base_name.with_suffix(".zip") + + if zip_path.exists(): + with open(zip_path, "rb") as f: + st.download_button( + label="Download Full Report (ZIP)", + data=f, + file_name="dora_analysis.zip", + mime="application/zip", + ) + + +def main(): + """Main function to run the Streamlit application.""" + setup_page() + init_session_state() + + # Data Ingestion + render_ingestion() + + # Data Preview + render_preview() + + # Configuration & Analysis + config = render_sidebar() + + # Visualization Layer (Main Area) + if "analysis_complete" not in st.session_state: + st.session_state.analysis_complete = False + if "report_data" not in st.session_state: + st.session_state.report_data = None + + if config: + if st.button("Run Analysis", type="primary"): + execute_analysis(config) + + # Render Results and Download + render_report_tabs() + render_download_section() # Placeholder for next steps - if st.session_state.df is not None: + if st.session_state.df is not None and not st.session_state.analysis_complete: st.info("Data loaded! 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mode 100644 index 0000000..d228b23 --- /dev/null +++ b/output/912223af-9a01-4f28-bec2-c6c88336807f/eda_report.html @@ -0,0 +1,789 @@ + + + + + + EDA Report for titantic.csv + + + + + + +

+
+ +
+
+

EDA Report for titantic.csv

+

Generated on 2026-01-19 20:10:36

+
+
+ +
+ +
+

Analysis Overview

+ + +
+ +
+
+

PassengerId

+ Numerical +
+ + +
    +
  • Mean 446.0
  • +
  • Median 446.0
  • +
  • Std Dev 257.35
  • +
  • Min 1
  • +
  • Max 891
  • +
+
+ Distribution of PassengerId +
+ + +
+ +
+
+

Survived

+ Numerical +
+ + +
    +
  • Mean 0.38
  • +
  • Median 0.0
  • +
  • Std Dev 0.49
  • +
  • Min 0
  • +
  • Max 1
  • +
+
+ Distribution of Survived +
+ + +
+ +
+
+

Pclass

+ Numerical +
+ + +
    +
  • Mean 2.31
  • +
  • Median 3.0
  • +
  • Std Dev 0.84
  • +
  • Min 1
  • +
  • Max 3
  • +
+
+ Distribution of Pclass +
+ + +
+ +
+
+

Name

+ Categorical +
+ + +
    +
  • Unique Values 891
  • +
  • Most Frequent Abbing, Mr. Anthony
  • +
+
    + +
  • + Braund, Mr. Owen Harris +
    +
    + 1 +
    +
    +
  • + +
  • + Cumings, Mrs. John Bradley (Florence Briggs Thayer) +
    +
    + 1 +
    +
    +
  • + +
  • + Heikkinen, Miss. Laina +
    +
    + 1 +
    +
    +
  • + +
  • + Futrelle, Mrs. Jacques Heath (Lily May Peel) +
    +
    + 1 +
    +
    +
  • + +
  • + Allen, Mr. William Henry +
    +
    + 1 +
    +
    +
  • + +
+ +
+ +
+
+

Sex

+ Categorical +
+ + +
    +
  • Unique Values 2
  • +
  • Most Frequent male
  • +
+
    + +
  • + male +
    +
    + 577 +
    +
    +
  • + +
  • + female +
    +
    + 314 +
    +
    +
  • + +
+ +
+ +
+
+

Age

+ Numerical +
+ + +
    +
  • Mean 29.7
  • +
  • Median 28.0
  • +
  • Std Dev 14.53
  • +
  • Min 0.42
  • +
  • Max 80.0
  • +
+
+ Distribution of Age +
+ + +
+ +
+
+

SibSp

+ Numerical +
+ + +
    +
  • Mean 0.52
  • +
  • Median 0.0
  • +
  • Std Dev 1.1
  • +
  • Min 0
  • +
  • Max 8
  • +
+
+ Distribution of SibSp +
+ + +
+ +
+
+

Parch

+ Numerical +
+ + +
    +
  • Mean 0.38
  • +
  • Median 0.0
  • +
  • Std Dev 0.81
  • +
  • Min 0
  • +
  • Max 6
  • +
+
+ Distribution of Parch +
+ + +
+ +
+
+

Ticket

+ Categorical +
+ + +
    +
  • Unique Values 681
  • +
  • Most Frequent 1601
  • +
+
    + +
  • + 347082 +
    +
    + 7 +
    +
    +
  • + +
  • + 1601 +
    +
    + 7 +
    +
    +
  • + +
  • + CA. 2343 +
    +
    + 7 +
    +
    +
  • + +
  • + 3101295 +
    +
    + 6 +
    +
    +
  • + +
  • + CA 2144 +
    +
    + 6 +
    +
    +
  • + +
+ +
+ +
+
+

Fare

+ Numerical +
+ + +
    +
  • Mean 32.2
  • +
  • Median 14.45
  • +
  • Std Dev 49.69
  • +
  • Min 0.0
  • +
  • Max 512.33
  • +
+
+ Distribution of Fare +
+ + +
+ +
+
+

Cabin

+ Categorical +
+ + +
    +
  • Unique Values 147
  • +
  • Most Frequent B96 B98
  • +
+
    + +
  • + G6 +
    +
    + 4 +
    +
    +
  • + +
  • + C23 C25 C27 +
    +
    + 4 +
    +
    +
  • + +
  • + B96 B98 +
    +
    + 4 +
    +
    +
  • + +
  • + F2 +
    +
    + 3 +
    +
    +
  • + +
  • + D +
    +
    + 3 +
    +
    +
  • + +
+ +
+ +
+
+

Embarked

+ Categorical +
+ + +
    +
  • Unique Values 3
  • +
  • Most Frequent S
  • +
+
    + +
  • + S +
    +
    + 644 +
    +
    +
  • + +
  • + C +
    +
    + 168 +
    +
    +
  • + +
  • + Q +
    +
    + 77 +
    +
    +
  • + +
+ +
+ +
+ + + + +
+
+ Missing Values +
+
+ + + + + + + + + + + + + + + + + + + + + +
missing_count
Age177
Cabin687
Embarked2
+
+
+ + +
+ + + +
+

Univariate Analysis

+
+ +
+
+ Univariate Passengerid Histogram +
+ Univariate Passengerid Histogram +
+ +
+
+ Univariate Passengerid Boxplot +
+ Univariate Passengerid Boxplot +
+ +
+
+ Univariate Survived Histogram +
+ Univariate Survived Histogram +
+ +
+
+ Univariate Survived Boxplot +
+ Univariate Survived Boxplot +
+ +
+
+ Univariate Pclass Histogram +
+ Univariate Pclass Histogram +
+ +
+
+ Univariate Pclass Boxplot +
+ Univariate Pclass Boxplot +
+ +
+
+ Univariate Age Histogram +
+ Univariate Age Histogram +
+ +
+
+ Univariate Age Boxplot +
+ Univariate Age Boxplot +
+ +
+
+ Univariate Sibsp Histogram +
+ Univariate Sibsp Histogram +
+ +
+
+ Univariate Sibsp Boxplot +
+ Univariate Sibsp Boxplot +
+ +
+
+ Univariate Parch Histogram +
+ Univariate Parch Histogram +
+ +
+
+ Univariate Parch Boxplot +
+ Univariate Parch Boxplot +
+ +
+
+ Univariate Fare Histogram +
+ Univariate Fare Histogram +
+ +
+
+ Univariate Fare Boxplot +
+ Univariate Fare Boxplot +
+ +
+
+ Univariate Name Barplot +
+ Univariate Name Barplot +
+ +
+
+ Univariate Sex Barplot +
+ Univariate Sex Barplot +
+ +
+
+ Univariate Ticket Barplot +
+ Univariate Ticket Barplot +
+ +
+
+ Univariate Cabin Barplot +
+ Univariate Cabin Barplot +
+ +
+
+ Univariate Embarked Barplot +
+ Univariate Embarked Barplot +
+ +
+
+ + + +
+

Bivariate Analysis

+
+ +
+ +
Bivariate Passengerid Vs Survived
+ Bivariate Passengerid Vs Survived +
+ +
+ +
Bivariate Pclass Vs Survived
+ Bivariate Pclass Vs Survived +
+ +
+ +
Bivariate Name Vs Survived
+ Bivariate Name Vs Survived +
+ +
+ +
Bivariate Sex Vs Survived
+ Bivariate Sex Vs Survived +
+ +
+ +
Bivariate Age Vs Survived
+ Bivariate Age Vs Survived +
+ +
+ +
Bivariate Sibsp Vs Survived
+ Bivariate Sibsp Vs Survived +
+ +
+ +
Bivariate Parch Vs Survived
+ Bivariate Parch Vs Survived +
+ +
+ +
Bivariate Ticket Vs Survived
+ Bivariate Ticket Vs Survived +
+ +
+ +
Bivariate Fare Vs Survived
+ Bivariate Fare Vs Survived +
+ +
+ +
Bivariate Cabin Vs Survived
+ Bivariate Cabin Vs Survived +
+ +
+ +
Bivariate Embarked Vs Survived
+ Bivariate Embarked Vs Survived +
+ +
+
+ + + +
+

Multivariate Analysis

+
+ +
+ +
Multivariate Correlation Matrix
+ Multivariate Correlation Matrix +
+ +
+
+ +
+ + \ No newline at end of file diff --git a/output/912223af-9a01-4f28-bec2-c6c88336807f/titantic.csv b/output/912223af-9a01-4f28-bec2-c6c88336807f/titantic.csv new file mode 100644 index 0000000..5cc466e --- /dev/null +++ b/output/912223af-9a01-4f28-bec2-c6c88336807f/titantic.csv @@ -0,0 +1,892 @@ +PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked +1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S +2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C +3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S +4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S +5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S +6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q +7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S +8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S +9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S +10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C +11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S +12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S +13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S +14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S +15,0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S +16,1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S +17,0,3,"Rice, Master. Eugene",male,2,4,1,382652,29.125,,Q +18,1,2,"Williams, Mr. Charles Eugene",male,,0,0,244373,13,,S +19,0,3,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,31,1,0,345763,18,,S +20,1,3,"Masselmani, Mrs. Fatima",female,,0,0,2649,7.225,,C +21,0,2,"Fynney, Mr. Joseph J",male,35,0,0,239865,26,,S +22,1,2,"Beesley, Mr. Lawrence",male,34,0,0,248698,13,D56,S +23,1,3,"McGowan, Miss. Anna ""Annie""",female,15,0,0,330923,8.0292,,Q +24,1,1,"Sloper, Mr. William Thompson",male,28,0,0,113788,35.5,A6,S +25,0,3,"Palsson, Miss. Torborg Danira",female,8,3,1,349909,21.075,,S +26,1,3,"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",female,38,1,5,347077,31.3875,,S +27,0,3,"Emir, Mr. Farred Chehab",male,,0,0,2631,7.225,,C +28,0,1,"Fortune, Mr. Charles Alexander",male,19,3,2,19950,263,C23 C25 C27,S +29,1,3,"O'Dwyer, Miss. Ellen ""Nellie""",female,,0,0,330959,7.8792,,Q +30,0,3,"Todoroff, Mr. Lalio",male,,0,0,349216,7.8958,,S +31,0,1,"Uruchurtu, Don. Manuel E",male,40,0,0,PC 17601,27.7208,,C +32,1,1,"Spencer, Mrs. William Augustus (Marie Eugenie)",female,,1,0,PC 17569,146.5208,B78,C +33,1,3,"Glynn, Miss. Mary Agatha",female,,0,0,335677,7.75,,Q +34,0,2,"Wheadon, Mr. Edward H",male,66,0,0,C.A. 24579,10.5,,S +35,0,1,"Meyer, Mr. Edgar Joseph",male,28,1,0,PC 17604,82.1708,,C +36,0,1,"Holverson, Mr. Alexander Oskar",male,42,1,0,113789,52,,S +37,1,3,"Mamee, Mr. Hanna",male,,0,0,2677,7.2292,,C +38,0,3,"Cann, Mr. Ernest Charles",male,21,0,0,A./5. 2152,8.05,,S +39,0,3,"Vander Planke, Miss. Augusta Maria",female,18,2,0,345764,18,,S +40,1,3,"Nicola-Yarred, Miss. Jamila",female,14,1,0,2651,11.2417,,C +41,0,3,"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",female,40,1,0,7546,9.475,,S +42,0,2,"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",female,27,1,0,11668,21,,S +43,0,3,"Kraeff, Mr. Theodor",male,,0,0,349253,7.8958,,C +44,1,2,"Laroche, Miss. Simonne Marie Anne Andree",female,3,1,2,SC/Paris 2123,41.5792,,C +45,1,3,"Devaney, Miss. Margaret Delia",female,19,0,0,330958,7.8792,,Q +46,0,3,"Rogers, Mr. William John",male,,0,0,S.C./A.4. 23567,8.05,,S +47,0,3,"Lennon, Mr. Denis",male,,1,0,370371,15.5,,Q +48,1,3,"O'Driscoll, Miss. Bridget",female,,0,0,14311,7.75,,Q +49,0,3,"Samaan, Mr. Youssef",male,,2,0,2662,21.6792,,C +50,0,3,"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",female,18,1,0,349237,17.8,,S +51,0,3,"Panula, Master. Juha Niilo",male,7,4,1,3101295,39.6875,,S +52,0,3,"Nosworthy, Mr. Richard Cater",male,21,0,0,A/4. 39886,7.8,,S +53,1,1,"Harper, Mrs. Henry Sleeper (Myna Haxtun)",female,49,1,0,PC 17572,76.7292,D33,C +54,1,2,"Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",female,29,1,0,2926,26,,S +55,0,1,"Ostby, Mr. Engelhart Cornelius",male,65,0,1,113509,61.9792,B30,C +56,1,1,"Woolner, Mr. Hugh",male,,0,0,19947,35.5,C52,S +57,1,2,"Rugg, Miss. Emily",female,21,0,0,C.A. 31026,10.5,,S +58,0,3,"Novel, Mr. Mansouer",male,28.5,0,0,2697,7.2292,,C +59,1,2,"West, Miss. Constance Mirium",female,5,1,2,C.A. 34651,27.75,,S +60,0,3,"Goodwin, Master. William Frederick",male,11,5,2,CA 2144,46.9,,S +61,0,3,"Sirayanian, Mr. Orsen",male,22,0,0,2669,7.2292,,C +62,1,1,"Icard, Miss. Amelie",female,38,0,0,113572,80,B28, +63,0,1,"Harris, Mr. Henry Birkhardt",male,45,1,0,36973,83.475,C83,S +64,0,3,"Skoog, Master. Harald",male,4,3,2,347088,27.9,,S +65,0,1,"Stewart, Mr. Albert A",male,,0,0,PC 17605,27.7208,,C +66,1,3,"Moubarek, Master. Gerios",male,,1,1,2661,15.2458,,C +67,1,2,"Nye, Mrs. (Elizabeth Ramell)",female,29,0,0,C.A. 29395,10.5,F33,S +68,0,3,"Crease, Mr. Ernest James",male,19,0,0,S.P. 3464,8.1583,,S +69,1,3,"Andersson, Miss. Erna Alexandra",female,17,4,2,3101281,7.925,,S +70,0,3,"Kink, Mr. Vincenz",male,26,2,0,315151,8.6625,,S +71,0,2,"Jenkin, Mr. Stephen Curnow",male,32,0,0,C.A. 33111,10.5,,S +72,0,3,"Goodwin, Miss. Lillian Amy",female,16,5,2,CA 2144,46.9,,S +73,0,2,"Hood, Mr. Ambrose Jr",male,21,0,0,S.O.C. 14879,73.5,,S +74,0,3,"Chronopoulos, Mr. Apostolos",male,26,1,0,2680,14.4542,,C +75,1,3,"Bing, Mr. Lee",male,32,0,0,1601,56.4958,,S +76,0,3,"Moen, Mr. Sigurd Hansen",male,25,0,0,348123,7.65,F G73,S +77,0,3,"Staneff, Mr. Ivan",male,,0,0,349208,7.8958,,S +78,0,3,"Moutal, Mr. Rahamin Haim",male,,0,0,374746,8.05,,S +79,1,2,"Caldwell, Master. Alden Gates",male,0.83,0,2,248738,29,,S +80,1,3,"Dowdell, Miss. Elizabeth",female,30,0,0,364516,12.475,,S +81,0,3,"Waelens, Mr. Achille",male,22,0,0,345767,9,,S +82,1,3,"Sheerlinck, Mr. Jan Baptist",male,29,0,0,345779,9.5,,S +83,1,3,"McDermott, Miss. Brigdet Delia",female,,0,0,330932,7.7875,,Q +84,0,1,"Carrau, Mr. Francisco M",male,28,0,0,113059,47.1,,S +85,1,2,"Ilett, Miss. Bertha",female,17,0,0,SO/C 14885,10.5,,S +86,1,3,"Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)",female,33,3,0,3101278,15.85,,S +87,0,3,"Ford, Mr. William Neal",male,16,1,3,W./C. 6608,34.375,,S +88,0,3,"Slocovski, Mr. Selman Francis",male,,0,0,SOTON/OQ 392086,8.05,,S +89,1,1,"Fortune, Miss. Mabel Helen",female,23,3,2,19950,263,C23 C25 C27,S +90,0,3,"Celotti, Mr. Francesco",male,24,0,0,343275,8.05,,S +91,0,3,"Christmann, Mr. Emil",male,29,0,0,343276,8.05,,S +92,0,3,"Andreasson, Mr. Paul Edvin",male,20,0,0,347466,7.8542,,S +93,0,1,"Chaffee, Mr. Herbert Fuller",male,46,1,0,W.E.P. 5734,61.175,E31,S +94,0,3,"Dean, Mr. Bertram Frank",male,26,1,2,C.A. 2315,20.575,,S +95,0,3,"Coxon, Mr. Daniel",male,59,0,0,364500,7.25,,S +96,0,3,"Shorney, Mr. Charles Joseph",male,,0,0,374910,8.05,,S +97,0,1,"Goldschmidt, Mr. George B",male,71,0,0,PC 17754,34.6542,A5,C +98,1,1,"Greenfield, Mr. William Bertram",male,23,0,1,PC 17759,63.3583,D10 D12,C +99,1,2,"Doling, Mrs. John T (Ada Julia Bone)",female,34,0,1,231919,23,,S +100,0,2,"Kantor, Mr. Sinai",male,34,1,0,244367,26,,S +101,0,3,"Petranec, Miss. Matilda",female,28,0,0,349245,7.8958,,S +102,0,3,"Petroff, Mr. Pastcho (""Pentcho"")",male,,0,0,349215,7.8958,,S +103,0,1,"White, Mr. Richard Frasar",male,21,0,1,35281,77.2875,D26,S +104,0,3,"Johansson, Mr. Gustaf Joel",male,33,0,0,7540,8.6542,,S +105,0,3,"Gustafsson, Mr. Anders Vilhelm",male,37,2,0,3101276,7.925,,S +106,0,3,"Mionoff, Mr. Stoytcho",male,28,0,0,349207,7.8958,,S +107,1,3,"Salkjelsvik, Miss. Anna Kristine",female,21,0,0,343120,7.65,,S +108,1,3,"Moss, Mr. Albert Johan",male,,0,0,312991,7.775,,S +109,0,3,"Rekic, Mr. Tido",male,38,0,0,349249,7.8958,,S +110,1,3,"Moran, Miss. Bertha",female,,1,0,371110,24.15,,Q +111,0,1,"Porter, Mr. Walter Chamberlain",male,47,0,0,110465,52,C110,S +112,0,3,"Zabour, Miss. Hileni",female,14.5,1,0,2665,14.4542,,C +113,0,3,"Barton, Mr. David John",male,22,0,0,324669,8.05,,S +114,0,3,"Jussila, Miss. Katriina",female,20,1,0,4136,9.825,,S +115,0,3,"Attalah, Miss. Malake",female,17,0,0,2627,14.4583,,C +116,0,3,"Pekoniemi, Mr. Edvard",male,21,0,0,STON/O 2. 3101294,7.925,,S +117,0,3,"Connors, Mr. Patrick",male,70.5,0,0,370369,7.75,,Q +118,0,2,"Turpin, Mr. William John Robert",male,29,1,0,11668,21,,S +119,0,1,"Baxter, Mr. Quigg Edmond",male,24,0,1,PC 17558,247.5208,B58 B60,C +120,0,3,"Andersson, Miss. Ellis Anna Maria",female,2,4,2,347082,31.275,,S +121,0,2,"Hickman, Mr. Stanley George",male,21,2,0,S.O.C. 14879,73.5,,S +122,0,3,"Moore, Mr. Leonard Charles",male,,0,0,A4. 54510,8.05,,S +123,0,2,"Nasser, Mr. Nicholas",male,32.5,1,0,237736,30.0708,,C +124,1,2,"Webber, Miss. Susan",female,32.5,0,0,27267,13,E101,S +125,0,1,"White, Mr. Percival Wayland",male,54,0,1,35281,77.2875,D26,S +126,1,3,"Nicola-Yarred, Master. Elias",male,12,1,0,2651,11.2417,,C +127,0,3,"McMahon, Mr. Martin",male,,0,0,370372,7.75,,Q +128,1,3,"Madsen, Mr. Fridtjof Arne",male,24,0,0,C 17369,7.1417,,S +129,1,3,"Peter, Miss. 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d228b23..0000000 --- a/output/912223af-9a01-4f28-bec2-c6c88336807f/eda_report.html +++ /dev/null @@ -1,789 +0,0 @@ - - - - - - EDA Report for titantic.csv - - - - - - -

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EDA Report for titantic.csv

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Generated on 2026-01-19 20:10:36

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Analysis Overview

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PassengerId

- Numerical -
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  • Mean 446.0
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  • Median 446.0
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  • Std Dev 257.35
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  • Min 1
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  • Max 891
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- Distribution of PassengerId -
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Survived

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  • Mean 0.38
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  • Median 0.0
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  • Std Dev 0.49
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  • Min 0
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  • Max 1
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- Distribution of Survived -
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Pclass

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  • Mean 2.31
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  • Median 3.0
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  • Std Dev 0.84
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  • Min 1
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  • Max 3
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- Distribution of Pclass -
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Name

- Categorical -
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  • Unique Values 891
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  • Most Frequent Abbing, Mr. Anthony
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    - -
  • - Braund, Mr. Owen Harris -
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    - 1 -
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  • - Cumings, Mrs. John Bradley (Florence Briggs Thayer) -
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    - 1 -
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  • - Heikkinen, Miss. Laina -
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    - 1 -
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  • - Futrelle, Mrs. Jacques Heath (Lily May Peel) -
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    - 1 -
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  • - Allen, Mr. William Henry -
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    - 1 -
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Sex

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  • Unique Values 2
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  • Most Frequent male
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  • - male -
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    - 577 -
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  • - -
  • - female -
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    - 314 -
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Age

- Numerical -
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  • Mean 29.7
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  • Median 28.0
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  • Std Dev 14.53
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  • Min 0.42
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  • Max 80.0
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- Distribution of Age -
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SibSp

- Numerical -
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  • Mean 0.52
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  • Median 0.0
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  • Std Dev 1.1
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  • Min 0
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  • Max 8
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- Distribution of SibSp -
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Parch

- Numerical -
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  • Mean 0.38
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  • Median 0.0
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  • Std Dev 0.81
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  • Min 0
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  • Max 6
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- Distribution of Parch -
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Ticket

- Categorical -
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  • Unique Values 681
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  • Most Frequent 1601
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  • - 347082 -
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    - 7 -
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  • - 1601 -
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    - 7 -
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  • - CA. 2343 -
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    - 7 -
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  • - 3101295 -
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    - 6 -
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  • - CA 2144 -
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    - 6 -
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Fare

- Numerical -
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  • Mean 32.2
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  • Median 14.45
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  • Std Dev 49.69
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  • Min 0.0
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  • Max 512.33
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- Distribution of Fare -
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Cabin

- Categorical -
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  • Unique Values 147
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  • Most Frequent B96 B98
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  • - G6 -
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    - 4 -
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  • - C23 C25 C27 -
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    - 4 -
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  • - B96 B98 -
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    - 4 -
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  • - F2 -
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    - 3 -
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    -
  • - -
  • - D -
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    - 3 -
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    -
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Embarked

- Categorical -
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  • Unique Values 3
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  • Most Frequent S
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    - -
  • - S -
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    - 644 -
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  • - C -
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    - 168 -
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  • - -
  • - Q -
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    - 77 -
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- Missing Values -
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missing_count
Age177
Cabin687
Embarked2
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Univariate Analysis

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- Univariate Passengerid Histogram -
- Univariate Passengerid Histogram -
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- Univariate Passengerid Boxplot -
- Univariate Passengerid Boxplot -
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- Univariate Survived Histogram -
- Univariate Survived Histogram -
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- Univariate Survived Boxplot -
- Univariate Survived Boxplot -
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- Univariate Pclass Histogram -
- Univariate Pclass Histogram -
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- Univariate Pclass Boxplot -
- Univariate Pclass Boxplot -
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- Univariate Age Histogram -
- Univariate Age Histogram -
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- Univariate Age Boxplot -
- Univariate Age Boxplot -
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- Univariate Sibsp Histogram -
- Univariate Sibsp Histogram -
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- Univariate Sibsp Boxplot -
- Univariate Sibsp Boxplot -
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- Univariate Parch Histogram -
- Univariate Parch Histogram -
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- Univariate Parch Boxplot -
- Univariate Parch Boxplot -
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- Univariate Fare Histogram -
- Univariate Fare Histogram -
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- Univariate Fare Boxplot -
- Univariate Fare Boxplot -
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- Univariate Name Barplot -
- Univariate Name Barplot -
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- Univariate Sex Barplot -
- Univariate Sex Barplot -
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- Univariate Ticket Barplot -
- Univariate Ticket Barplot -
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- Univariate Cabin Barplot -
- Univariate Cabin Barplot -
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- Univariate Embarked Barplot -
- Univariate Embarked Barplot -
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Bivariate Analysis

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Bivariate Passengerid Vs Survived
- Bivariate Passengerid Vs Survived -
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Bivariate Pclass Vs Survived
- Bivariate Pclass Vs Survived -
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Bivariate Name Vs Survived
- Bivariate Name Vs Survived -
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Bivariate Sex Vs Survived
- Bivariate Sex Vs Survived -
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Bivariate Age Vs Survived
- Bivariate Age Vs Survived -
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Bivariate Sibsp Vs Survived
- Bivariate Sibsp Vs Survived -
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Bivariate Parch Vs Survived
- Bivariate Parch Vs Survived -
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Bivariate Ticket Vs Survived
- Bivariate Ticket Vs Survived -
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Bivariate Fare Vs Survived
- Bivariate Fare Vs Survived -
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Bivariate Cabin Vs Survived
- Bivariate Cabin Vs Survived -
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Bivariate Embarked Vs Survived
- Bivariate Embarked Vs Survived -
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Multivariate Analysis

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Multivariate Correlation Matrix
- Multivariate Correlation Matrix -
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- - \ No newline at end of file diff --git a/output/912223af-9a01-4f28-bec2-c6c88336807f/titantic.csv b/output/912223af-9a01-4f28-bec2-c6c88336807f/titantic.csv deleted file mode 100644 index 5cc466e..0000000 --- a/output/912223af-9a01-4f28-bec2-c6c88336807f/titantic.csv +++ /dev/null @@ -1,892 +0,0 @@ -PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked -1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S -2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C -3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S -4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S -5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S -6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q -7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S -8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S -9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S -10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C -11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S -12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S -13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S -14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S -15,0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S -16,1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S -17,0,3,"Rice, Master. 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+++++++++++++++++++++++++++++++-------------------------- 1 file changed, 153 insertions(+), 132 deletions(-) diff --git a/app.py b/app.py index be38376..a8db4de 100644 --- a/app.py +++ b/app.py @@ -12,6 +12,9 @@ from src.dora.data_loader import read_data from src.dora.kaggle import KaggleHandler +from src.dora.profiling import generate_profile +from src.dora.plots import univariate, bivariate, multivariate +from src.dora.reporting.generator import create_report logging.basicConfig(level=logging.INFO) @@ -31,16 +34,6 @@ def init_session_state(): st.session_state.input_source = None -def reset_analysis(): - """Reset the analysis state when new data is loaded.""" - st.session_state.df = None - st.session_state.input_source = None - # Clear previous outputs - if st.session_state.output_dir.exists(): - shutil.rmtree(st.session_state.output_dir) - st.session_state.output_dir.mkdir(parents=True, exist_ok=True) - - def setup_page(): """Configure the Streamlit page settings.""" st.set_page_config( @@ -166,6 +159,78 @@ def render_sidebar(): return config +def run_profile_step(df, current_report_data): + """Run data profiling step.""" + try: + profile_data = generate_profile(df) + current_report_data["profile"] = profile_data + except Exception as e: + st.error(f"Error in Profiling: {e}") + + +def run_univariate_step(df, charts_dir, current_report_data): + """Run univariate analysis step.""" + try: + params = { + "plot_types": { + "numerical": ["histogram", "boxplot"], + "categorical": ["barplot"], + }, + "max_categories": 20, + } + plot_paths = univariate.generate_plots(df, charts_dir, params) + current_report_data["univariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Univariate Analysis: {e}") + + +def run_bivariate_step(df, config, charts_dir, current_report_data): + """Run bivariate analysis step.""" + if not config["target_variable"]: + st.warning("Skipping Bivariate Analysis: No Target Variable selected.") + return + + try: + params = {"target_centric": True, "max_categories": 20} + plot_paths = bivariate.generate_plots( + df, + config["target_variable"], + charts_dir, + params, + ) + current_report_data["bivariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Bivariate Analysis: {e}") + + +def run_multivariate_step(df, charts_dir, current_report_data): + """Run multivariate analysis step.""" + try: + params = {"correlation_cols": []} + plot_paths = multivariate.generate_plots(df, charts_dir, params) + current_report_data["multivariate_plots"] = plot_paths + except Exception as e: + st.error(f"Error in Multivariate Analysis: {e}") + + +def generate_final_report(current_report_data): + """Generate the HTML report and ZIP archive.""" + try: + create_report(current_report_data, st.session_state.output_dir) + + # Create ZIP + zip_base_name = ( + st.session_state.output_dir.parent + / f"{st.session_state.session_id}_report" + ) + shutil.make_archive(zip_base_name, "zip", st.session_state.output_dir) + st.success( + f"Analysis Complete! Report generated in {st.session_state.output_dir}" + ) + except Exception as e: + st.error(f"Error generating final report: {e}") + + def execute_analysis(config): """Execute the analysis steps based on configuration.""" with st.spinner("Running Analysis..."): @@ -188,89 +253,91 @@ def execute_analysis(config): "title": f"EDA Report for {st.session_state.input_source}", } - # 1. Profile Step + # Run configured steps if config["run_profile"]: - try: - from src.dora.profiling import generate_profile + run_profile_step(st.session_state.df, current_report_data) - profile_data = generate_profile(st.session_state.df) - current_report_data["profile"] = profile_data - except Exception as e: - st.error(f"Error in Profiling: {e}") - - # 2. Univariate Step if config["run_univariate"]: - try: - from src.dora.plots import univariate - - params = { - "plot_types": { - "numerical": ["histogram", "boxplot"], - "categorical": ["barplot"], - }, - "max_categories": 20, - } - plot_paths = univariate.generate_plots( - st.session_state.df, charts_dir, params - ) - current_report_data["univariate_plots"] = plot_paths - except Exception as e: - st.error(f"Error in Univariate Analysis: {e}") - - # 3. Bivariate Step + run_univariate_step(st.session_state.df, charts_dir, current_report_data) + if config["run_bivariate"]: - if not config["target_variable"]: - st.warning("Skipping Bivariate Analysis: No Target Variable selected.") - else: - try: - from src.dora.plots import bivariate - - params = {"target_centric": True, "max_categories": 20} - plot_paths = bivariate.generate_plots( - st.session_state.df, - config["target_variable"], - charts_dir, - params, - ) - current_report_data["bivariate_plots"] = plot_paths - except Exception as e: - st.error(f"Error in Bivariate Analysis: {e}") + run_bivariate_step(st.session_state.df, config, charts_dir, current_report_data) - # 4. Multivariate Step if config["run_multivariate"]: - try: - from src.dora.plots import multivariate - - params = {"correlation_cols": []} - plot_paths = multivariate.generate_plots( - st.session_state.df, charts_dir, params - ) - current_report_data["multivariate_plots"] = plot_paths - except Exception as e: - st.error(f"Error in Multivariate Analysis: {e}") + run_multivariate_step(st.session_state.df, charts_dir, current_report_data) # Update Session State st.session_state.report_data = current_report_data st.session_state.analysis_complete = True # Generate Physical Report Immediately - try: - from src.dora.reporting.generator import create_report + generate_final_report(current_report_data) - create_report(current_report_data, st.session_state.output_dir) - # Create ZIP - zip_base_name = ( - st.session_state.output_dir.parent - / f"{st.session_state.session_id}_report" - ) - shutil.make_archive(zip_base_name, "zip", st.session_state.output_dir) - st.success( - f"Analysis Complete! Report generated in {st.session_state.output_dir}" - ) +def render_profile_tab(report_data): + """Render the data profile content.""" + st.header("Data Profile") + try: + profile_data = report_data["profile"] + col1, col2 = st.columns(2) + col1.metric("Rows", profile_data["dataset_shape"][0]) + col2.metric("Columns", profile_data["dataset_shape"][1]) + + st.subheader("Column Profiles") + for col_prof in profile_data["column_profiles"]: + with st.expander(f"{col_prof['name']} ({col_prof['type']})"): + st.json(col_prof["stats"]) + if col_prof.get("sparkline_base64"): + st.markdown( + f'', + unsafe_allow_html=True, + ) - except Exception as e: - st.error(f"Error generating final report: {e}") + if profile_data.get("missing_values_html"): + st.subheader("Missing Values") + st.markdown( + profile_data["missing_values_html"], unsafe_allow_html=True + ) + except Exception as e: # pylint: disable=broad-exception-caught + st.error(f"Error displaying profile: {e}") + + +def render_univariate_tab(report_data, charts_dir): + """Render the univariate analysis content.""" + st.header("Univariate Analysis") + plot_paths = report_data["univariate_plots"] + if not plot_paths: + st.info("No plots generated.") + else: + cols = st.columns(2) + for i, path_str in enumerate(plot_paths): + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + cols[i % 2].image(str(full_path), width="stretch") + + +def render_bivariate_tab(report_data, charts_dir): + """Render the bivariate analysis content.""" + st.header("Bivariate Analysis") + plot_paths = report_data["bivariate_plots"] + if not plot_paths: + st.info("No plots generated.") + else: + cols = st.columns(2) + for i, path_str in enumerate(plot_paths): + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + cols[i % 2].image(str(full_path), width="stretch") + + +def render_multivariate_tab(report_data, charts_dir): + """Render the multivariate analysis content.""" + st.header("Multivariate Analysis") + plot_paths = report_data["multivariate_plots"] + for path_str in plot_paths: + full_path = charts_dir / Path(path_str).name + if full_path.exists(): + st.image(str(full_path), width="stretch") def render_report_tabs(): @@ -295,74 +362,28 @@ def render_report_tabs(): tabs = st.tabs(tabs_list) tab_idx = 0 - # 1. Profile Render + # Profile Render if "profile" in report_data: with tabs[tab_idx]: - st.header("Data Profile") - try: - profile_data = report_data["profile"] - col1, col2 = st.columns(2) - col1.metric("Rows", profile_data["dataset_shape"][0]) - col2.metric("Columns", profile_data["dataset_shape"][1]) - - st.subheader("Column Profiles") - for col_prof in profile_data["column_profiles"]: - with st.expander(f"{col_prof['name']} ({col_prof['type']})"): - st.json(col_prof["stats"]) - if col_prof.get("sparkline_base64"): - st.markdown( - f'', - unsafe_allow_html=True, - ) - - if profile_data.get("missing_values_html"): - st.subheader("Missing Values") - st.markdown( - profile_data["missing_values_html"], unsafe_allow_html=True - ) - except Exception as e: - st.error(f"Error displaying profile: {e}") + render_profile_tab(report_data) tab_idx += 1 - # 2. Univariate Render + # Univariate Render if "univariate_plots" in report_data: with tabs[tab_idx]: - st.header("Univariate Analysis") - plot_paths = report_data["univariate_plots"] - if not plot_paths: - st.info("No plots generated.") - else: - cols = st.columns(2) - for i, path_str in enumerate(plot_paths): - full_path = charts_dir / Path(path_str).name - if full_path.exists(): - cols[i % 2].image(str(full_path), width="stretch") + render_univariate_tab(report_data, charts_dir) tab_idx += 1 - # 3. Bivariate Render + # Bivariate Render if "bivariate_plots" in report_data: with tabs[tab_idx]: - st.header("Bivariate Analysis") - plot_paths = report_data["bivariate_plots"] - if not plot_paths: - st.info("No plots generated.") - else: - cols = st.columns(2) - for i, path_str in enumerate(plot_paths): - full_path = charts_dir / Path(path_str).name - if full_path.exists(): - cols[i % 2].image(str(full_path), width="stretch") + render_bivariate_tab(report_data, charts_dir) tab_idx += 1 - # 4. Multivariate Render + # Multivariate Render if "multivariate_plots" in report_data: with tabs[tab_idx]: - st.header("Multivariate Analysis") - plot_paths = report_data["multivariate_plots"] - for path_str in plot_paths: - full_path = charts_dir / Path(path_str).name - if full_path.exists(): - st.image(str(full_path), width="stretch") + render_multivariate_tab(report_data, charts_dir) tab_idx += 1 From 88eaec31a3ef315d22d930bc8548477eb7e23b9f Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 20:29:36 +0530 Subject: [PATCH 06/11] #35 updated documentation and app version --- README.md | 12 ++++++++++++ app.py | 10 ++++++++++ pyproject.toml | 2 +- 3 files changed, 23 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 85eb861..3af8d79 100644 --- a/README.md +++ b/README.md @@ -12,10 +12,22 @@ An interactive command-line tool to automate Exploratory Data Analysis (EDA) and generate beautiful, insightful reports in seconds. +

+ ## What is DORA? DORA is a tool that does the heavy lifting of data analysis for you. Instead of writing code to create charts and calculate statistics, you give DORA your data file, and it builds a comprehensive, beautiful HTML report automatically. +You can use DORA in two ways: +1. **Web App**: No installation needed. Just upload your data and download the report. +2. **CLI Tool**: Install locally for power usage and automation. + If you have used tools like [ydata-profiling](https://github.com/ydataai/ydata-profiling) and [sweetviz](https://pypi.org/project/sweetviz/), DORA lets you do more. It provides a way to process kaggle dataset as well without a lot of clutter. ## Get started in 2 minutes diff --git a/app.py b/app.py index a8db4de..fc83b8c 100644 --- a/app.py +++ b/app.py @@ -394,6 +394,16 @@ def render_download_section(): st.divider() st.subheader("Download Report Data") + + st.info( + """ + 📥 **How to view your report:** + 1. Click the button below to download the ZIP file. + 2. Extract the ZIP file to a folder on your computer. + 3. Double-click `eda_report.html` to open it in your browser. + """ + ) + zip_base_name = ( st.session_state.output_dir.parent / f"{st.session_state.session_id}_report" ) diff --git a/pyproject.toml b/pyproject.toml index f10e9e6..fadf924 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [project] name = "dora-eda" -version = "3.2.2" +version = "4.0.0" description = "Exploratory data analysis and presentation tool" authors = [ {name = "Asif Sayyed",email = "asifdotexe@gmail.com"} From f616569154415c609869437af25f51931dbfad46 Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 20:33:44 +0530 Subject: [PATCH 07/11] #35 added code logic to name the zipfile name dynamic --- app.py | 48 +++++++++++++++++++++++++++++++++++------------- 1 file changed, 35 insertions(+), 13 deletions(-) diff --git a/app.py b/app.py index fc83b8c..316536c 100644 --- a/app.py +++ b/app.py @@ -2,10 +2,12 @@ Streamlit application for DORA (Data-Oriented Report Automator). """ +from datetime import datetime import logging import os import shutil import uuid +import re from pathlib import Path import streamlit as st @@ -32,6 +34,8 @@ def init_session_state(): st.session_state.output_dir = base_output if "input_source" not in st.session_state: st.session_state.input_source = None + if "zip_path" not in st.session_state: + st.session_state.zip_path = None def setup_page(): @@ -218,12 +222,30 @@ def generate_final_report(current_report_data): try: create_report(current_report_data, st.session_state.output_dir) - # Create ZIP - zip_base_name = ( - st.session_state.output_dir.parent - / f"{st.session_state.session_id}_report" - ) - shutil.make_archive(zip_base_name, "zip", st.session_state.output_dir) + # Construct new zip filename: [input_filename]_[timestamp] + timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") + + # Clean safe filename from input source + raw_name = str(st.session_state.input_source) + # Remove extension if present (simple check) + if "." in raw_name: + safe_name = raw_name.rsplit(".", 1)[0] + else: + safe_name = raw_name + + # Replace non-alphanumeric chars (except _-) with underscore for safety + safe_name = re.sub(r'[^\w\-]', '_', safe_name) + + zip_filename = f"{safe_name}_{timestamp}" + zip_base_path = st.session_state.output_dir.parent / zip_filename + + # shutil.make_archive adds the extension automatically + archive_path_str = shutil.make_archive(str(zip_base_path), "zip", st.session_state.output_dir) + zip_path = Path(archive_path_str) + + # Store in session state for download button + st.session_state.zip_path = zip_path + st.success( f"Analysis Complete! Report generated in {st.session_state.output_dir}" ) @@ -404,19 +426,19 @@ def render_download_section(): """ ) - zip_base_name = ( - st.session_state.output_dir.parent / f"{st.session_state.session_id}_report" - ) - zip_path = zip_base_name.with_suffix(".zip") - - if zip_path.exists(): + # Use path from session state if available + zip_path = st.session_state.get("zip_path") + + if zip_path and zip_path.exists(): with open(zip_path, "rb") as f: st.download_button( label="Download Full Report (ZIP)", data=f, - file_name="dora_analysis.zip", + file_name=zip_path.name, mime="application/zip", ) + else: + st.warning("Report file not found. Please re-run the analysis.") def main(): From 30020a4cfe42a85ded0657937c0bfd1fdd9ee7e2 Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 20:35:45 +0530 Subject: [PATCH 08/11] #35 added clear and start fresh button --- app.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/app.py b/app.py index 316536c..141f7eb 100644 --- a/app.py +++ b/app.py @@ -143,6 +143,10 @@ def render_sidebar(): st.sidebar.header("2. Configuration") + if st.sidebar.button("⚠️ Clear & Start Fresh", type="primary", use_container_width=True): + st.session_state.clear() + st.rerun() + # Target Variable target_variable = st.sidebar.selectbox( "Target Variable (for Bivariate Analysis)", From 08bd39e56cf6b9aacbaec0db152b0c3b4ac182a6 Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 20:45:54 +0530 Subject: [PATCH 09/11] #35 added minty white theme --- .streamlit/config.toml | 6 ++++ app.py | 70 ++++++++++++++++++++++++++++++++++++++---- 2 files changed, 70 insertions(+), 6 deletions(-) create mode 100644 .streamlit/config.toml diff --git a/.streamlit/config.toml b/.streamlit/config.toml new file mode 100644 index 0000000..bc47c20 --- /dev/null +++ b/.streamlit/config.toml @@ -0,0 +1,6 @@ +[theme] +base = "light" +primaryColor = "#4ecdc4" +backgroundColor = "#F7FDFA" +secondaryBackgroundColor = "#E8F8F5" +textColor = "#262730" diff --git a/app.py b/app.py index 141f7eb..8a3b83e 100644 --- a/app.py +++ b/app.py @@ -46,11 +46,64 @@ def setup_page(): layout="wide", initial_sidebar_state="expanded", ) - st.title("📊 DORA: Data-Oriented Report Automator") + + # Inject Custom CSS st.markdown( """ - Welcome to DORA! This tool automates the Exploratory Data Analysis (EDA) process. - Upload a dataset or connect to Kaggle to get started. + + """, + unsafe_allow_html=True, + ) + + # Logo and Header + logo_path = Path("data/assets/dora-updated-concept.png") + if logo_path.exists(): + st.image(str(logo_path), width=400) + else: + st.title("📊 DORA") + + st.markdown( + """ + ### Automate your EDA in seconds. + Upload a dataset or connect to Kaggle to generate insightful, beautiful reports instantly. """ ) @@ -305,9 +358,14 @@ def render_profile_tab(report_data): st.header("Data Profile") try: profile_data = report_data["profile"] - col1, col2 = st.columns(2) - col1.metric("Rows", profile_data["dataset_shape"][0]) - col2.metric("Columns", profile_data["dataset_shape"][1]) + profile_data = report_data["profile"] + + # Metrics Row + col1, col2, col3, col4 = st.columns(4) + col1.metric("Rows", f"{profile_data['dataset_shape'][0]:,}") + col2.metric("Columns", f"{profile_data['dataset_shape'][1]:,}") + col3.metric("Duplicate Rows", profile_data.get("duplicates", "N/A")) + col4.metric("Memory Usage", profile_data.get("memory_usage", "N/A")) st.subheader("Column Profiles") for col_prof in profile_data["column_profiles"]: From dc9712b07ded38f28d5d1226cb145d7f6e42b28c Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 21:12:23 +0530 Subject: [PATCH 10/11] #35 fixed the reviews given --- app.py | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/app.py b/app.py index 8a3b83e..7c88018 100644 --- a/app.py +++ b/app.py @@ -135,11 +135,8 @@ def load_kaggle_data(kaggle_input): else: dataset_id = kaggle_input - st.text(f"Dataset ID: {dataset_id}") - # Download using existing handler file_path = KaggleHandler.download_dataset(dataset_id) - st.write(f"Downloaded to: {file_path}") # Load data df = read_data(file_path) @@ -159,7 +156,7 @@ def render_ingestion(): with tab_local: st.info("Upload a CSV, Excel, JSON, or Parquet file.") uploaded_file = st.file_uploader( - "Choose a file", type=["csv", "xlsx", "xls", "json", "parquet"] + "Choose a file", type=["csv", "xlsx", "json", "parquet"] ) if uploaded_file is not None: @@ -358,7 +355,6 @@ def render_profile_tab(report_data): st.header("Data Profile") try: profile_data = report_data["profile"] - profile_data = report_data["profile"] # Metrics Row col1, col2, col3, col4 = st.columns(4) From 533b6821e3a955dab043263a1a95ce8b5942a99a Mon Sep 17 00:00:00 2001 From: Asif Sayyed Date: Mon, 19 Jan 2026 21:14:41 +0530 Subject: [PATCH 11/11] #35 removed try DORA online hyperlink --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 3af8d79..2289cc4 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,6 @@ An interactive command-line tool to automate Exploratory Data Analysis (EDA) and Open in Streamlit
- Try DORA Online?

## What is DORA?

+ + Open in Streamlit + +
+ Try DORA Online? +

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