DiogoRibeiro7 · github-actions · Oct 16, 2024 · Oct 15, 2024 · Oct 15, 2024 · Oct 15, 2024
diff --git a/_posts/-_ideas/2030-01-01-health_articles.md b/_posts/-_ideas/2030-01-01-health_articles.md
@@ -30,9 +30,7 @@ tags: []
    - **Overview**: Discuss how AI and machine learning are accelerating the drug discovery process by analyzing massive datasets, identifying potential drug candidates, and predicting drug interactions.
    - **Focus**: Case studies where AI has significantly reduced the time and cost of bringing new drugs to market.
 
-### 7. Using Wearable Technology and Big Data for Health Monitoring
-   - **Overview**: Explore how wearable devices (e.g., smartwatches, fitness trackers) generate real-time health data and how big data analytics can provide insights into personal health.
-   - **Focus**: How wearables are used in chronic disease monitoring, early diagnosis, and preventive healthcare.
+
 
 ### 8. The Role of Machine Learning in Medical Imaging: From Detection to Treatment Planning
    - **Overview**: Discuss how machine learning models are applied to medical imaging (MRI, CT scans, X-rays) to improve the accuracy of diagnosis and assist in treatment planning.
@@ -82,9 +80,6 @@ tags: []
    - **Overview**: Explore how data science is helping researchers analyze patterns of antibiotic use and resistance, contributing to the fight against superbugs.
    - **Focus**: Predictive modeling and pattern analysis to identify misuse of antibiotics and propose effective intervention strategies.
 
-### 20. Evaluating the Ethical Implications of AI and Big Data in Healthcare
-   - **Overview**: Provide an in-depth analysis of the ethical concerns surrounding the use of AI, big data, and machine learning in healthcare, particularly regarding patient privacy, data bias, and decision transparency.
-   - **Focus**: How healthcare institutions can ensure responsible and ethical use of these technologies while improving patient care.
 
 ---
 

diff --git a/...s/2020-01-01-causality_and_correlation.md → _posts/2020-01-01-causality_correlation.md b/...s/2020-01-01-causality_and_correlation.md → _posts/2020-01-01-causality_correlation.md
diff --git a/...ng_goodness-of-fit_non-parametric_data.md → ...ssing_goodnessoffit_nonparametric_data.md b/...ng_goodness-of-fit_non-parametric_data.md → ...ssing_goodnessoffit_nonparametric_data.md
diff --git a/..._bonferroni_correction_other_solutions.md → ..._bonferroni_correction_other_solutions.md b/..._bonferroni_correction_other_solutions.md → ..._bonferroni_correction_other_solutions.md
diff --git a/...anova_vs._two-way_anova_when_use_which.md → ...y_anova_vs_twoway_anova_when_use_which.md b/...anova_vs._two-way_anova_when_use_which.md → ...y_anova_vs_twoway_anova_when_use_which.md
diff --git a/...stical_testing:_null_hypothesis_beyond.md → ...istical_testing_null_hypothesis_beyond.md b/...stical_testing:_null_hypothesis_beyond.md → ...istical_testing_null_hypothesis_beyond.md
diff --git a/_posts/2020-04-01-the_friedman_test.md → _posts/2020-04-01-friedman_test.md b/_posts/2020-04-01-the_friedman_test.md → _posts/2020-04-01-friedman_test.md
diff --git a/...ent_t_test_non_parametric_alternatives.md → ...ent_t_test_non_parametric_alternatives.md b/...ent_t_test_non_parametric_alternatives.md → ...ent_t_test_non_parametric_alternatives.md
diff --git a/...uilding_linear_regression_from_scratch.md → ...-01-building_linear_regression_scratch.md b/...uilding_linear_regression_from_scratch.md → ...-01-building_linear_regression_scratch.md
diff --git a/...ts_test_checking_homogeneity_variances.md → ...ts_test_checking_homogeneity_variances.md b/...ts_test_checking_homogeneity_variances.md → ...ts_test_checking_homogeneity_variances.md
diff --git a/...ts/2023-07-26-customer-life-time-value.md → _posts/2023-07-26-customerlifetimevalue.md b/...ts/2023-07-26-customer-life-time-value.md → _posts/2023-07-26-customerlifetimevalue.md
diff --git a/_posts/2023-08-22-Paul-Erdos.md → _posts/2023-08-22-paulerdos.md b/_posts/2023-08-22-Paul-Erdos.md → _posts/2023-08-22-paulerdos.md
diff --git a/_posts/2023-09-04-Fears-Surrounding.md → _posts/2023-09-04-fearssurrounding.md b/_posts/2023-09-04-Fears-Surrounding.md → _posts/2023-09-04-fearssurrounding.md
diff --git a/...0-31-detecting_trends_time-series_data.md → ...10-31-detecting_trends_timeseries_data.md b/...0-31-detecting_trends_time-series_data.md → ...10-31-detecting_trends_timeseries_data.md
diff --git a/...ric_comparison_two_independent_samples.md → ...ric_comparison_two_independent_samples.md b/...ric_comparison_two_independent_samples.md → ...ric_comparison_two_independent_samples.md
diff --git a/...02-14-advanced_sequential_change-point.md → ...-02-14-advanced_sequential_changepoint.md b/...02-14-advanced_sequential_change-point.md → ...-02-14-advanced_sequential_changepoint.md
diff --git a/_posts/2024-05-09-understanding_t-sne.md → _posts/2024-05-09-understanding_tsne.md b/_posts/2024-05-09-understanding_t-sne.md → _posts/2024-05-09-understanding_tsne.md
diff --git a/_posts/2024-05-20-Probability_and_odds.md → _posts/2024-05-20-probability_odds.md b/_posts/2024-05-20-Probability_and_odds.md → _posts/2024-05-20-probability_odds.md
diff --git a/...s/2024-06-03-g-test_vs_chi-square_test.md → _posts/2024-06-03-gtest_vs_chisquare_test.md b/...s/2024-06-03-g-test_vs_chi-square_test.md → _posts/2024-06-03-gtest_vs_chisquare_test.md
diff --git a/...2024-06-05-data_science_in_health_tech.md → ...ts/2024-06-05-data_science_health_tech.md b/...2024-06-05-data_science_in_health_tech.md → ...ts/2024-06-05-data_science_health_tech.md
diff --git a/_posts/2024-06-07-z-score.md → _posts/2024-06-07-zscore.md b/_posts/2024-06-07-z-score.md → _posts/2024-06-07-zscore.md
diff --git a/_posts/2024-06-30-Latent-Class.md → _posts/2024-06-30-latentclass.md b/_posts/2024-06-30-Latent-Class.md → _posts/2024-06-30-latentclass.md
diff --git a/_posts/2024-07-07-logistic-model.md → _posts/2024-07-07-logisticmodel.md b/_posts/2024-07-07-logistic-model.md → _posts/2024-07-07-logisticmodel.md
diff --git a/_posts/2024-07-14-confidence-intervales.md → _posts/2024-07-14-confidenceintervales.md b/_posts/2024-07-14-confidence-intervales.md → _posts/2024-07-14-confidenceintervales.md
diff --git a/_posts/2024-09-01-math_and_music.md → _posts/2024-09-01-math_music.md b/_posts/2024-09-01-math_and_music.md → _posts/2024-09-01-math_music.md
diff --git a/_posts/2024-09-16-ML_and_forest_fires.md → _posts/2024-09-16-ml_forest_fires.md b/_posts/2024-09-16-ML_and_forest_fires.md → _posts/2024-09-16-ml_forest_fires.md
diff --git a/_posts/2024-09-28-roc.auc.md → _posts/2024-09-28-rocauc.md b/_posts/2024-09-28-roc.auc.md → _posts/2024-09-28-rocauc.md
diff --git a/...al_diagnosis:_enhancing_accuracy_speed.md → ...cal_diagnosis_enhancing_accuracy_speed.md b/...al_diagnosis:_enhancing_accuracy_speed.md → ...cal_diagnosis_enhancing_accuracy_speed.md
diff --git a/...-15-t-test_vs_z-test_when_why_use_each.md → ...10-15-ttest_vs_ztest_when_why_use_each.md b/...-15-t-test_vs_z-test_when_why_use_each.md → ...10-15-ttest_vs_ztest_when_why_use_each.md
diff --git a/...ating_health_issues_before_they_happen.md → ...ating_health_issues_before_they_happen.md b/...ating_health_issues_before_they_happen.md → ...ating_health_issues_before_they_happen.md
diff --git a/...acting_insights_from_unstructured_data.md → ..._extracting_insights_unstructured_data.md b/...acting_insights_from_unstructured_data.md → ..._extracting_insights_unstructured_data.md
diff --git a/_posts/2024-10-18-using_wearable_technology_big_data_health_monitoring.md b/_posts/2024-10-18-using_wearable_technology_big_data_health_monitoring.md
diff --git a/_posts/2024-10-19-datadriven_approaches_combating_antibiotic_resistance.md b/_posts/2024-10-19-datadriven_approaches_combating_antibiotic_resistance.md
diff --git a/...8-understanding normality tests a deep dive into their power and limitations.md b/...8-understanding normality tests a deep dive into their power and limitations.md
diff --git a/.../2024-11-15-a critical examination of bayesian posteriors as test statistics.md b/.../2024-11-15-a critical examination of bayesian posteriors as test statistics.md
diff --git a/markdown_file_processor.py b/markdown_file_processor.py
@@ -1,5 +1,6 @@
 import os
 import re
+import string
 
 # List of stop words to remove from file names
 STOP_WORDS = {
@@ -17,13 +18,25 @@
     "of",
     "for",
     "to",
+    "by",
+    "at",
+    "as",
+    "from",
+    "it",
+    "be",
+    "are",
+    "was",
+    "were",
+    "will",
+    "has",
+    "have",
 }
 
-
-def rename_markdown_file(file_path: str):
+def rename_markdown_file(file_path: str) -> str:
     """
     Renames the markdown file so that the name part after the date is in lowercase,
-    spaces are replaced with underscores, and certain stop words are removed.
+    spaces are replaced with underscores, stop words are removed, and special symbols
+    are excluded from the title.
 
     Args:
         file_path (str): The original file path of the markdown file.
@@ -35,12 +48,17 @@ def rename_markdown_file(file_path: str):
     filename = os.path.basename(file_path)
 
     # Split the filename to get the date and the name parts
-    date_part, name_part = filename.split("-", 2)[:2], filename.split("-", 2)[2]
+    date_part, name_part = filename.split("-", 3)[:3], filename.split("-", 3)[3]
     name_part = os.path.splitext(name_part)[0]  # Remove the .md extension
 
     # Split name into words, remove stop words, and replace spaces with underscores
-    name_words = name_part.lower().split()
+    name_words = name_part.lower().split("_")
     filtered_name = [word for word in name_words if word not in STOP_WORDS]
+
+    # Remove special symbols from each word
+    filtered_name = [word.translate(str.maketrans('', '', string.punctuation)) for word in filtered_name]
+
+    # Construct the formatted name by joining with underscores
     formatted_name = "_".join(filtered_name)
 
     # Construct the new filename
@@ -52,10 +70,9 @@ def rename_markdown_file(file_path: str):
     print(f"Renamed '{filename}' to '{new_filename}'")
     return new_file_path
 
-
 def replace_latex_syntax_in_file(file_path: str):
     """
-    This function reads a markdown file, finds LaTeX delimiters and replaces them
+    Reads a markdown file, finds LaTeX delimiters, and replaces them
     with double dollar signs for compatibility with a different LaTeX rendering system.
 
     Args:
@@ -69,16 +86,15 @@ def replace_latex_syntax_in_file(file_path: str):
         content = file.read()
 
     # Define the patterns to be replaced
-    content = re.sub(r"\\\[", "$$", content)  # Replaces \[ with $$
-    content = re.sub(r"\\\]", "$$", content)  # Replaces \] with $$
-    content = re.sub(r"\\\(", "$$", content)  # Replaces \( with $$
-    content = re.sub(r"\\\)", "$$", content)  # Replaces \) with $$
+    content = re.sub(r"\\\\\[", "$$", content)  # Replaces \[ with $$
+    content = re.sub(r"\\\\\]", "$$", content)  # Replaces \] with $$
+    content = re.sub(r"\\\\\(", "$$", content)  # Replaces \( with $$
+    content = re.sub(r"\\\\\)", "$$", content)  # Replaces \) with $$
 
     # Write the updated content back to the file
     with open(file_path, "w", encoding="utf-8") as file:
         file.write(content)
 
-
 def process_markdown_files_in_folder(folder_path: str):
     """
     Processes all markdown files in a given folder, renaming them and
@@ -106,5 +122,6 @@ def process_markdown_files_in_folder(folder_path: str):
             print(f"Finished processing file: {new_file_path}")
 
 
+# Path to the folder containing markdown files
 folder_path = "./_posts"
 process_markdown_files_in_folder(folder_path)