MIT-Emerging-Talent · KHserv-Creator · Dec 7, 2025 · Dec 7, 2025
diff --git a/4_data_analysis/data_analyst_for_haiti_inbound_tourist.ipynb b/4_data_analysis/data_analyst_for_haiti_inbound_tourist.ipynb
diff --git a/4_data_analysis/MLProject.ipynb → 4_data_analysis/ml_model/MLProject.ipynb b/4_data_analysis/MLProject.ipynb → 4_data_analysis/ml_model/MLProject.ipynb
diff --git a/...N_tourism_caribbean_countries_cleaned.csv → ...N_tourism_caribbean_countries_cleaned.csv b/...N_tourism_caribbean_countries_cleaned.csv → ...N_tourism_caribbean_countries_cleaned.csv
diff --git a/4_data_analysis/model_artifacts/.gitignore → ...lysis/ml_model/model_artifacts/.gitignore b/4_data_analysis/model_artifacts/.gitignore → ...lysis/ml_model/model_artifacts/.gitignore
diff --git a/4_data_analysis/model_artifacts/.ls-lint.yml → ...sis/ml_model/model_artifacts/.ls-lint.yml b/4_data_analysis/model_artifacts/.ls-lint.yml → ...sis/ml_model/model_artifacts/.ls-lint.yml
diff --git a/...lysis/model_artifacts/country_encoder.pkl → ...model/model_artifacts/country_encoder.pkl b/...lysis/model_artifacts/country_encoder.pkl → ...model/model_artifacts/country_encoder.pkl
diff --git a/...is/model_artifacts/feature_importance.csv → ...el/model_artifacts/feature_importance.csv b/...is/model_artifacts/feature_importance.csv → ...el/model_artifacts/feature_importance.csv
diff --git a/...del_artifacts/linear_regression_model.pkl → ...del_artifacts/linear_regression_model.pkl b/...del_artifacts/linear_regression_model.pkl → ...del_artifacts/linear_regression_model.pkl
diff --git a/4_data_analysis/model_artifacts/scaler.pkl → ...lysis/ml_model/model_artifacts/scaler.pkl b/4_data_analysis/model_artifacts/scaler.pkl → ...lysis/ml_model/model_artifacts/scaler.pkl
diff --git a/.../model_artifacts/visitor_type_encoder.pkl → .../model_artifacts/visitor_type_encoder.pkl b/.../model_artifacts/visitor_type_encoder.pkl → .../model_artifacts/visitor_type_encoder.pkl
diff --git a/4_data_analysis/pyproject.toml → 4_data_analysis/ml_model/pyproject.toml b/4_data_analysis/pyproject.toml → 4_data_analysis/ml_model/pyproject.toml
diff --git a/5_communication_strategy/README.md b/5_communication_strategy/README.md
@@ -1,115 +0,0 @@
-# Communication Strategy
-
-Haiti Paradise: WhatsApp Campaign Strategy Document
-Introduction: Sharing the Heart of Haiti
-Welcome to our heartfelt strategy for refocusing the world on Haiti's natural beauty – the hidden gems that make our island a true Caribbean paradise. This isn't about flashy ads; it's about genuine connections through WhatsApp, where conversations feel like chatting with family. We'll use a powerful combo of quizzes, surveys, and polls to engage potential visitors and the diaspora, collecting insights on what excites them, their memories, and who they'd share it with. These tools keep things fun and interactive, building a community that celebrates Haiti's soul. From there, we'll guide them to WhatsApp Channels for ongoing stories and eventually a simple website for planning their dream trip. Let's honor our beloved country by letting its beauty shine through every message.
-tripadvisor.com2025 Blue Waterfalls (Bassin Bleu) adventures from Jacmel ...
-The Combo Approach: Quizzes, Surveys, and Polls in Harmony
-Why a combo? Because variety keeps folks coming back – a quick poll for instant fun, a quiz for playful discovery, and a survey for deeper sharing. Together, they collect gold: data on excitement spots, past visits, inspiring visuals, and referrals. Send these via WhatsApp broadcasts, timed for evenings when dreams of travel brew. Always add a human touch: "Hey, from one Haiti lover to another..." Incentives like "Share your story for a shoutout!" make it feel personal.
-
-1. Quizzes: Gamify the Adventure
-Quizzes turn curiosity into excitement, like a treasure hunt through Haiti's wonders. They're quick, scored for fun, and perfect for revealing preferences while educating subtly. Use them to cover inspiration and referrals – folks love sharing scores with friends!
-Sample "Haiti Hidden Gems" Quiz Setup:
-
-Intro Message: "Hey explorer, let's uncover your Haiti vibe! Reply 'QUIZ' to start – it's like a mini adventure from your phone."
-Question 1 (Excitement & Inspiration): "Which spot lights up your wanderlust? A) Cascading waterfalls, B) Pristine beaches, C) Majestic mountains."
-
-en.wikipedia.orgBassin Bleu (Jacmel) - Wikipedia
-
-Question 2 (Last Visit): "When was your last taste of Haitian paradise? A) Recently (where?), B) Ages ago, C) First time calling!"
-Question 3 (Referrals): "Which gem would you recommend first? A) Saut-Mathurine falls, B) Jacmel Beach, C) Citadelle views. To whom and why?"
-Wrap-Up: "You aced it – waterfall whisperer! Join our channel for more gems like this."
-
-This quiz feels natural, like storytelling around a bonfire, and gathers data to tailor follow-ups.
-2. Surveys: Dive Deep into Stories
-Surveys are for those meaningful chats – sequential questions that let people pour out their dreams. They're great for collecting detailed info on past visits and visuals that inspire, building emotional ties to Haiti.
-Sample "Haiti Dream Discovery" Survey Setup:
-
-Intro Message: "Share your heart with Haiti – this quick survey helps us craft your perfect escape. Reply 'START'."
-Question 1 (Excitement): "Where in Haiti are you most excited to explore? Beaches, waterfalls, mountains, or something else?"
-
-tripadvisor.comSaut-Mathurine (2025) - All You Need to Know BEFORE You Go (with ...
-
-Question 2 (Last Visit): "When was your last time in paradise, and where did the magic happen? Any favorite memory?"
-Question 3 (Inspiring Visuals): "What pics or videos are stirring your trip dreams? Rate this one and share yours!"
-
-visithaiti.comSix Beaches Near Jacmel That Feel Like a Dream · Visit Haiti
-
-Question 4 (Referrals): "What areas would you refer to loved ones? Why, and to whom?"
-Wrap-Up: "Thanks for opening up – your story warms our hearts! Check our channel for personalized tips."
-
-Surveys add that human depth, like listening to diaspora tales, and the data refines your strategy.
-3. Polls: Quick Pulses of Passion
-Polls are the easy icebreakers – one-tap wonders that spark group vibes. Use them for fast feedback on excitement and referrals, making everyone feel involved.
-Sample "Haiti Vibes" Poll Setups:
-
-Poll 1 (Excitement & Referrals): "Which Haitian treasure excites you most or would you share? Options: Bassin Bleu, Jacmel Beach, Haitian Mountains, Citadelle Laferrière."
-
-facebook.comExploring the Water Wonders of Southern Haiti 💧** The South of ...
-
-Follow-Up: "Love your pick! Reply why or when you'd visit."
-Poll 2 (Inspiration & Last Visit): "What's inspiring your Haiti dreams? A) Stunning visuals like this, B) Family stories, C) Adventure calls. Bonus: Last visit timing?"
-
-tripadvisor.com2025 Jacmel & Bassin Bleu (Haiti) - with Trusted Reviews
-Polls keep it light and communal, like a neighborhood chat, turning responses into viral shares.
-Flow to Channels and Website: Building the Community
-Once engaged via the combo, invite them naturally: "Digging these quizzes? Join our 'Haiti Paradise' WhatsApp Channel for weekly stories, live chats with locals, and user photos!" Channels foster ongoing bonds – share poll results, quiz winners, and survey-inspired itineraries. Then, nudge to the website: "Ready to plan? Visit haitiparadise.com for custom maps from your answers, bookings, and a gallery of our community's Haiti love." This flow feels organic, like guiding a friend on a path to discovery.
-Measurement & Love Notes
-Track engagement (responses, shares, joins) with WhatsApp tools – aim for 50%+ interaction. Adjust based on what resonates, always with love for Haiti. This strategy isn't just comms; it's a celebration of our island's spirit. Let's spread the beauty – what's your first step?21.1sand how i can add it to vscode and the link to add the linksTo add this Markdown document to Visual Studio Code (VSCode), follow these simple steps—it's straightforward since VSCode has excellent built-in support for Markdown files:
-
-Open VSCode: Launch the app on your computer (download it from the official site if you don't have it: Visual Studio Code).
-Create a New File: Go to File > New File (or press Ctrl+N on Windows/Linux, Cmd+N on Mac).
-Paste the Content: Copy the entire Markdown content I provided (starting from # Haiti Paradise: WhatsApp Campaign Strategy Document down to the end) and paste it into the new file.
-Save the File: Go to File > Save As (or Ctrl+S/Cmd+S), name it something like haiti-campaign-strategy.md, and choose a folder to save it in. The .md extension is key for VSCode to recognize it as Markdown.
-Preview It: To see a nicely rendered version (with headings, lists, etc.), press Ctrl+Shift+V (Windows/Linux) or Cmd+Shift+V (Mac) while in the file. This opens a side-by-side preview. If you want even better features like live preview or export to PDF/HTML, install the free "Markdown All in One" extension:
-In VSCode, go to the Extensions view (Ctrl+Shift+X or Cmd+Shift+X).
-Search for "Markdown All in One" by Yu Zhang.
-Install it, then restart VSCode if prompted.
-
-Adding Links in the Markdown Document
-If you mean how to add hyperlinks (e.g., to websites, images, or sections) within this document, Markdown makes it easy and natural. Here's how:
-
-Basic Link Syntax: Use [Link Text](URL). For example:textVisit [Haiti's official tourism site](https://www.visithaiti.com) for more inspiration.This renders as: Visit Haiti's official tourism site for more inspiration.
-Linking to Images: If you want to embed actual images (replacing the placeholder `
-55.1sI need the document in md so I can copy paste itHaiti Paradise: WhatsApp Campaign Strategy Document
-Introduction: Sharing the Heart of Haiti
-Welcome to our heartfelt strategy for refocusing the world on Haiti's natural beauty – the hidden gems that make our island a true Caribbean paradise. This isn't about flashy ads; it's about genuine connections through WhatsApp, where conversations feel like chatting with family. We'll use a powerful combo of quizzes, surveys, and polls to engage potential visitors and the diaspora, collecting insights on what excites them, their memories, and who they'd share it with. These tools keep things fun and interactive, building a community that celebrates Haiti's soul. From there, we'll guide them to WhatsApp Channels for ongoing stories and eventually a simple website for planning their dream trip. Let's honor our beloved country by letting its beauty shine through every message.
-The Combo Approach: Quizzes, Surveys, and Polls in Harmony
-Why a combo? Because variety keeps folks coming back – a quick poll for instant fun, a quiz for playful discovery, and a survey for deeper sharing. Together, they collect gold: data on excitement spots, past visits, inspiring visuals, and referrals. Send these via WhatsApp broadcasts, timed for evenings when dreams of travel brew. Always add a human touch: "Hey, from one Haiti lover to another..." Incentives like "Share your story for a shoutout!" make it feel personal.
-
-1. Quizzes: Gamify the Adventure
-Quizzes turn curiosity into excitement, like a treasure hunt through Haiti's wonders. They're quick, scored for fun, and perfect for revealing preferences while educating subtly. Use them to cover inspiration and referrals – folks love sharing scores with friends!
-Sample "Haiti Hidden Gems" Quiz Setup:
-
-Intro Message: "Hey explorer, let's uncover your Haiti vibe! Reply 'QUIZ' to start – it's like a mini adventure from your phone."
-Question 1 (Excitement & Inspiration): "Which spot lights up your wanderlust? A) Cascading waterfalls, B) Pristine beaches, C) Majestic mountains."
-Question 2 (Last Visit): "When was your last taste of Haitian paradise? A) Recently (where?), B) Ages ago, C) First time calling!"
-Question 3 (Referrals): "Which gem would you recommend first? A) Saut-Mathurine falls, B) Jacmel Beach, C) Citadelle views. To whom and why?"
-Wrap-Up: "You aced it – waterfall whisperer! Join our channel for more gems like this."
-
-This quiz feels natural, like storytelling around a bonfire, and gathers data to tailor follow-ups.
-2. Surveys: Dive Deep into Stories
-Surveys are for those meaningful chats – sequential questions that let people pour out their dreams. They're great for collecting detailed info on past visits and visuals that inspire, building emotional ties to Haiti.
-Sample "Haiti Dream Discovery" Survey Setup:
-
-Intro Message: "Share your heart with Haiti – this quick survey helps us craft your perfect escape. Reply 'START'."
-Question 1 (Excitement): "Where in Haiti are you most excited to explore? Beaches, waterfalls, mountains, or something else?"
-Question 2 (Last Visit): "When was your last time in paradise, and where did the magic happen? Any favorite memory?"
-Question 3 (Inspiring Visuals): "What pics or videos are stirring your trip dreams? Rate this one and share yours!"
-Question 4 (Referrals): "What areas would you refer to loved ones? Why, and to whom?"
-Wrap-Up: "Thanks for opening up – your story warms our hearts! Check our channel for personalized tips."
-
-Surveys add that human depth, like listening to diaspora tales, and the data refines your strategy.
-3. Polls: Quick Pulses of Passion
-Polls are the easy icebreakers – one-tap wonders that spark group vibes. Use them for fast feedback on excitement and referrals, making everyone feel involved.
-Sample "Haiti Vibes" Poll Setups:
-
-Poll 1 (Excitement & Referrals): "Which Haitian treasure excites you most or would you share? Options: Bassin Bleu, Jacmel Beach, Haitian Mountains, Citadelle Laferrière."
-Follow-Up: "Love your pick! Reply why or when you'd visit."
-Poll 2 (Inspiration & Last Visit): "What's inspiring your Haiti dreams? A) Stunning visuals like this, B) Family stories, C) Adventure calls. Bonus: Last visit timing?"
-
-Polls keep it light and communal, like a neighborhood chat, turning responses into viral shares.
-Flow to Channels and Website: Building the Community
-Once engaged via the combo, invite them naturally: "Digging these quizzes? Join our 'Haiti Paradise' WhatsApp Channel for weekly stories, live chats with locals, and user photos!" Channels foster ongoing bonds – share poll results, quiz winners, and survey-inspired itineraries. Then, nudge to the website: "Ready to plan? Visit haitiparadise.com for custom maps from your answers, bookings, and a gallery of our community's Haiti love." This flow feels organic, like guiding a friend on a path to discovery.
-Measurement & Love Notes
-Track engagement (responses, shares, joins) with WhatsApp tools – aim for 50%+ interaction. Adjust based on what resonates, always with love for Haiti. This strategy isn't just comms; it's a celebration of our island's spirit. Let's spread the beauty – what's your first step?4.4s