Minor change

app.py

@@ -156,172 +156,196 @@ def explain_recycling(class_label):
 # ------------------ PIPELINE ------------------
 waste_analyzation_v1 = {
     "paper/cardboard": {
-        "Recycling type": "Paper & Cardboard recycling",
-        "Disposal": "Flatten boxes and stack paper neatly before placing them in the paper recycling bin.",
-        "Tips": "If it’s wet, greasy, or food-stained, it’s better off in the trash or compost.",
-        "Extra": "Removing tape and plastic windows helps recycling facilities work more efficiently."
+        "Recycling type": "Paper & cardboard recycling",
+        "Disposal": "Reuse clean paper for notes, wrapping, or simple DIY crafts; flatten remaining cardboard and recycle it.",
+        "Tips": "Wet or food-stained paper should be composted or thrown away.",
+        "Extra": "Loose paper should be stacked to prevent it from blowing away during collection."
     },
+
     "plastic": {
         "Recycling type": "Plastic recycling",
-        "Disposal": "Rinse plastic containers, let them dry, and place them in the plastic recycling bin.",
-        "Tips": "When in doubt, check the recycling number stamped on the item.",
-        "Extra": "Soft plastics like bags often need to be returned to collection points, not curbside bins."
+        "Disposal": "Reuse sturdy plastic containers for storage or organization; rinse and recycle those you no longer need.",
+        "Tips": "Do not recycle soft plastics unless your area has a dedicated drop-off.",
+        "Extra": "Residue left inside containers can contaminate other recyclables."
     },
+
     "glass": {
         "Recycling type": "Glass recycling",
-        "Disposal": "Rinse glass bottles or jars and place them gently into the glass container.",
-        "Tips": "Remove lids and caps, as they are usually recycled separately.",
-        "Extra": "Broken glass can be dangerous and may not be accepted in all programs."
+        "Disposal": "Reuse jars for food storage, plants, or small items; recycle cracked or unused glass containers.",
+        "Tips": "Wrap broken glass separately if your program does not accept it.",
+        "Extra": "Glass recycling reduces the need for sand mining."
     },
+
     "metal": {
         "Recycling type": "Metal recycling",
-        "Disposal": "Empty and rinse metal cans before placing them in the metal recycling bin.",
-        "Tips": "Crushing cans saves space and reduces transport emissions.",
-        "Extra": "Never recycle pressurized or hazardous metal containers."
+        "Disposal": "Reuse metal tins for storage or tools; rinse and recycle cans that are no longer useful.",
+        "Tips": "Crushing cans is usually allowed, but check local rules first.",
+        "Extra": "Metal can be recycled repeatedly without losing strength."
     },
+
     "organic waste": {
-        "Recycling type": "Organic / compost waste",
-        "Disposal": "Place food scraps and plant waste into a compost or organic waste bin.",
-        "Tips": "Cut large scraps into smaller pieces so they break down faster.",
-        "Extra": "Composting organic waste keeps valuable nutrients out of landfills."
+        "Recycling type": "Organic waste composting",
+        "Disposal": "Turn food scraps into compost for plants or soil; otherwise place them in an organic waste bin.",
+        "Tips": "Drain excess liquids to reduce odor and pests.",
+        "Extra": "Compost improves soil structure and water retention."
     },
+
     "hazardous waste": {
         "Recycling type": "Hazardous waste disposal",
-        "Disposal": "Take batteries and hazardous materials to official collection points.",
-        "Tips": "Store batteries in a dry container until you can dispose of them safely.",
-        "Extra": "Improper battery disposal is a common cause of recycling facility fires."
+        "Disposal": "Bring batteries and chemicals to designated hazardous waste collection sites.",
+        "Tips": "Never place batteries loose in household trash.",
+        "Extra": "Battery fires are a leading cause of recycling facility damage."
     },
+
     "electronic waste": {
         "Recycling type": "Electronic waste recycling",
-        "Disposal": "Bring electronics to certified e-waste recycling centers.",
-        "Tips": "Remove batteries and personal data before disposal if possible.",
-        "Extra": "Electronics contain valuable metals that can be recovered and reused."
+        "Disposal": "Take electronics to certified e-waste recycling centers.",
+        "Tips": "Remove SIM cards, memory cards, and batteries before recycling.",
+        "Extra": "E-waste contains materials that are harmful if landfilled."
     },
+
     "textile": {
         "Recycling type": "Textile recycling",
-        "Disposal": "Donate wearable clothing or place textiles in dedicated textile bins.",
-        "Tips": "Clean clothes before donating to improve reuse chances.",
-        "Extra": "Even damaged textiles can be recycled into industrial materials."
+        "Disposal": "Reuse old clothes as cleaning rags or donate wearable items; recycle damaged textiles if possible.",
+        "Tips": "Bag textiles to keep them dry and reusable.",
+        "Extra": "Textiles should never be placed in regular recycling bins."
     },
+
     "general trash": {
-        "Recycling type": "General waste / landfill",
-        "Disposal": "Dispose of non-recyclable items in the regular trash bin.",
-        "Tips": "Try to separate recyclables carefully before throwing items away.",
-        "Extra": "Reducing trash helps lower landfill and incineration impact."
+        "Recycling type": "General waste",
+        "Disposal": "Throw non-recyclable or contaminated items into the general trash bin.",
+        "Tips": "Check for mixed materials before assuming an item is recyclable.",
+        "Extra": "Trash contamination is a major reason recyclables are rejected."
     }
 }
 
 waste_analyzation_v2 = {
     "paper/cardboard": {
         "Recycling type": "Paper recycling",
-        "Disposal": "Place clean, dry paper and cardboard into the paper recycling container.",
-        "Tips": "Grease stains can ruin an entire batch of recycled paper.",
-        "Extra": "Paper fibers can only be recycled a limited number of times."
+        "Disposal": "Reuse clean paper for crafts, packaging, or notes; recycle what you cannot reuse.",
+        "Tips": "Remove food residue, plastic coatings, or heavy grease.",
+        "Extra": "Paper fibers weaken each time they are recycled."
     },
+
     "plastic": {
         "Recycling type": "Plastic recycling",
-        "Disposal": "Recycle plastic packaging that is accepted by your local program.",
-        "Tips": "Empty containers completely to avoid contamination.",
-        "Extra": "Not all plastics are recyclable, even if they look similar."
+        "Disposal": "Repurpose containers for storage or household use, then recycle accepted plastics.",
+        "Tips": "Check the recycling number if unsure whether a plastic is accepted.",
+        "Extra": "Most recycling programs only accept rigid plastics."
     },
+
     "glass": {
         "Recycling type": "Glass recycling",
-        "Disposal": "Recycle glass bottles and jars after a quick rinse.",
-        "Tips": "Keep ceramics and drinking glasses out of glass recycling bins.",
-        "Extra": "Glass can be recycled repeatedly without losing quality."
+        "Disposal": "Reuse jars for food, tools, or décor; recycle bottles and jars when no longer needed.",
+        "Tips": "Do not mix ceramics or heat-resistant glass with bottles.",
+        "Extra": "Glass recycling saves energy and raw materials."
     },
+
     "metal": {
         "Recycling type": "Metal recycling",
-        "Disposal": "Recycle aluminum and steel cans once they are clean.",
-        "Tips": "Leaving food residue can attract pests during storage.",
-        "Extra": "Metal recycling saves a significant amount of energy."
+        "Disposal": "Reuse metal containers where possible; recycle clean aluminum and steel cans.",
+        "Tips": "Sharp metal edges should be handled carefully.",
+        "Extra": "Metal recycling requires far less energy than mining."
     },
+
     "organic waste": {
         "Recycling type": "Compostable waste",
-        "Disposal": "Put biodegradable food and garden waste into compost bins.",
-        "Tips": "Avoid adding liquids or oils unless your compost system allows it.",
-        "Extra": "Proper composting reduces methane emissions."
+        "Disposal": "Compost food and garden waste to produce natural fertilizer.",
+        "Tips": "Avoid adding bones or cooked food unless allowed.",
+        "Extra": "Composting reduces methane from landfills."
     },
+
     "hazardous waste": {
-        "Recycling type": "Hazardous materials handling",
-        "Disposal": "Dispose of batteries and chemicals through authorized programs.",
-        "Tips": "Tape battery terminals to reduce fire risk during transport.",
-        "Extra": "Hazardous waste should never be mixed with household trash."
+        "Recycling type": "Hazardous material handling",
+        "Disposal": "Dispose of chemicals, batteries, and paints at approved collection facilities.",
+        "Tips": "Keep hazardous waste in original containers if possible.",
+        "Extra": "Improper disposal can contaminate soil and water."
     },
+
     "electronic waste": {
         "Recycling type": "E-waste recycling",
-        "Disposal": "Recycle electronics through approved e-waste services.",
-        "Tips": "Check for manufacturer take-back programs.",
-        "Extra": "Many electronics contain toxic substances if mishandled."
+        "Disposal": "Recycle electronics through official e-waste programs or retailers.",
+        "Tips": "Back up and erase data before disposal.",
+        "Extra": "Many electronics contain toxic metals."
     },
+
     "textile": {
-        "Recycling type": "Clothing & textile reuse",
-        "Disposal": "Reuse, donate, or recycle unwanted clothing responsibly.",
-        "Tips": "Repairing clothes can extend their life significantly.",
-        "Extra": "Textile waste is one of the fastest-growing waste streams."
+        "Recycling type": "Clothing reuse & recycling",
+        "Disposal": "Turn old textiles into rags or donate wearable clothes before recycling.",
+        "Tips": "Repairing clothes can delay disposal.",
+        "Extra": "Textile waste is growing rapidly worldwide."
     },
+
     "general trash": {
         "Recycling type": "Landfill waste",
-        "Disposal": "Throw away items that cannot be reused or recycled.",
-        "Tips": "Reducing consumption is the best way to cut trash.",
-        "Extra": "Landfills should be a last resort whenever possible."
+        "Disposal": "Dispose of items that cannot be recycled or composted.",
+        "Tips": "When in doubt, trash is better than contaminating recycling.",
+        "Extra": "One wrong item can ruin an entire recycling load."
     }
 }
 
 waste_analyzation_v3 = {
     "paper/cardboard": {
         "Recycling type": "Paper & cardboard recycling",
-        "Disposal": "Recycle paper-based items that are clean and dry.",
-        "Tips": "If you’re unsure, it’s safer to trash contaminated paper.",
-        "Extra": "Keeping recyclables clean improves overall recycling success."
+        "Disposal": "Reuse clean paper for simple DIY or notes, then recycle the rest.",
+        "Tips": "Trash paper that is soaked or heavily stained.",
+        "Extra": "Clean paper improves recycling efficiency."
     },
+
     "plastic": {
         "Recycling type": "Plastic recycling",
-        "Disposal": "Recycle plastics according to local guidelines.",
-        "Tips": "A quick rinse is enough—no need to scrub perfectly.",
+        "Disposal": "Reuse containers for storage and recycle accepted plastics afterward.",
+        "Tips": "Caps should usually stay on bottles.",
         "Extra": "Reducing plastic use is often more effective than recycling."
     },
+
     "glass": {
         "Recycling type": "Glass recycling",
-        "Disposal": "Recycle glass containers carefully to avoid breakage.",
-        "Tips": "Small broken pieces may be rejected by sorting machines.",
-        "Extra": "Glass recycling helps reduce raw material extraction."
+        "Disposal": "Reuse glass jars when possible, recycle broken or unused containers.",
+        "Tips": "Broken glass may be rejected by sorting machines.",
+        "Extra": "Glass can be recycled endlessly."
     },
+
     "metal": {
         "Recycling type": "Metal recycling",
-        "Disposal": "Recycle metal items that are empty and clean.",
-        "Tips": "Sharp edges should be handled with care.",
-        "Extra": "Recycling metal uses far less energy than producing new metal."
+        "Disposal": "Reuse metal tins or recycle clean metal items.",
+        "Tips": "Ensure containers are empty before recycling.",
+        "Extra": "Recycled metal saves energy and resources."
     },
+
     "organic waste": {
         "Recycling type": "Organic waste composting",
-        "Disposal": "Compost food scraps and plant waste where available.",
-        "Tips": "Keep organic waste separate to avoid odors and pests.",
-        "Extra": "Compost can be used to enrich soil naturally."
+        "Disposal": "Convert organic waste into compost for plants or gardens.",
+        "Tips": "Keep organic waste sealed to avoid pests.",
+        "Extra": "Finished compost can enrich garden soil."
     },
+
     "hazardous waste": {
         "Recycling type": "Hazardous waste safety",
-        "Disposal": "Dispose of hazardous items only at proper facilities.",
-        "Tips": "Keep hazardous waste away from heat and moisture.",
-        "Extra": "Correct disposal protects both people and the environment."
+        "Disposal": "Take hazardous items to proper disposal facilities.",
+        "Tips": "Never mix hazardous waste with recyclables.",
+        "Extra": "Safe disposal prevents fires and pollution."
     },
+
     "electronic waste": {
         "Recycling type": "Electronic recycling",
         "Disposal": "Recycle electronics instead of throwing them away.",
-        "Tips": "Many cities offer free e-waste collection events.",
-        "Extra": "E-waste recycling prevents toxic pollution."
+        "Tips": "Check for local e-waste events.",
+        "Extra": "E-waste recycling reduces toxic exposure."
     },
+
     "textile": {
-        "Recycling type": "Textile reuse & recycling",
-        "Disposal": "Choose reuse or recycling over disposal whenever possible.",
-        "Tips": "Even worn textiles can have a second life.",
-        "Extra": "Textile recycling reduces demand for new raw materials."
+        "Recycling type": "Textile reuse",
+        "Disposal": "Reuse textiles as rags or donate them before recycling.",
+        "Tips": "Keep textiles clean and dry.",
+        "Extra": "Textiles can be reused even when worn."
     },
+
     "general trash": {
         "Recycling type": "General disposal",
-        "Disposal": "Dispose of remaining waste responsibly.",
-        "Tips": "Double-check recyclables before tossing items away.",
-        "Extra": "Small actions add up to meaningful waste reduction."
+        "Disposal": "Dispose of non-recyclable waste in trash bins.",
+        "Tips": "Sort recyclables before throwing items away.",
+        "Extra": "Proper sorting improves recycling success."
     }
 }