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STOCK-PRICE-PREDICTION-USING-TWITTER-SENTIMENT-ANALYSIS
The coding has been done on Python 3.65 using Jupyter Notebook. This program fetches LIVE data from TWITTER using Tweepy. Then we clean our data or tweets ( like removing special characters ). After that we perform sentiment analysis on the twitter data and plot it for better visualization. The we fetch the STOCK PRICE from yahoo.finance and add it to the data-set to perform prediction. We apply many machine learning algorithms like (random forest, MLPClassifier, logistic regression) and train our data-set. Then we perform prediction on untrained data and plot it with the real data and see the accuracy.AUTOMATIC-WATERING-SYSTEM---INTERNET-OF-THINGS-PROJECT---SMART-HOMES
This project is one application of IOT project. This is Automatic watering system. This project includes Arduino uno, relay, bluetooth module, gsm module, Motor (From fishing aquarium), jumper wires, Soil humidity sensor. It can be planted in the garden near your house or just in a small plant pot. The motor should be kept in water reservoir, and a pipe needed to bring the water to the plant. Then if the soil has less humidity it will water the plant automatically. If you want to add more water or add water as per your need. You can open the application which i have made using MIT APP INVENTOR. You connect the app to system using bluetooth and can water manually. It will send back the time and date of watering back to the bluetooth module. Similarly you can message to the number installed in gsm module to water the plant if you are far from the system. To water the plant using gsm module you need to message it with "s" character and it will water the plant.Twitter-Fake-News-Detector
UiPath robot to detect fake using in Twitter using ML and sends mail to notify about it.PDF-Invoice-Extrator
UiPath bot to extract important content from unstructured data like PDF.Smart-Dustbin
This project was made considering in mind that if this system is installed in dustbins which are spread across the city, it will send the trash collector a notification on mobile via SMS. That notification would include the text message about the status of dustbin and a LINK of GOOGLE MAPS, which the driver can click to open up the map and get location of the filled dustbin. If the driver clicks on the "GET DIRECTION" it will plot the shortest path with least traffic from driver to dustbin on the map (Get Direction is not is my project, it is google maps feature). This system is also capable of sending the status of the garbage bin like how much filled it is, via SMS only. Also it can tell you whether a particular dustbin is active or not. NOTE: If it sends you the message containing that the garbage bin is full plus the link of the google maps, trash collector will have to clear the trash and press the RESET button on Arduino so that system becomes active once again.Love Open Source and this site? Check out how you can help us