Reinstated NLP page with twitter scrape and sentiment data

application.py

@@ -10,6 +10,8 @@
 import certifi
 
 
+from tweetSentiment import tweetSentimentAnalyzer
+
 from sklearn.feature_extraction.text import CountVectorizer
 from sklearn.feature_extraction.text import TfidfTransformer
 from sklearn.pipeline import Pipeline
@@ -209,11 +211,17 @@ def profileEdit():
 @application.route("/NLP/", methods = ["POST", "GET"])
 def NLP():
     if request.method == 'POST':
-        filename = 'svm_model.sav'
-        model = pickle.load(open(filename, 'rb'))
-        text = request.form.get('NLPtext')
-        prediction = model.predict([text])
-        return render_template("NLP.html", data = [text, prediction[0]])
+        data = []
+        totalTweets = 20
+        username = request.form.get('Username')
+        results, foundTweets  = tweetSentimentAnalyzer(userName=username, totalTweets=totalTweets)
+        if foundTweets is False:
+            return render_template("NLP.html", data = "")
+        else:
+            possitiveTweets = results['tweet_postive']
+            negativeTweets = results['tweet_negative']
+            data= [possitiveTweets, negativeTweets, totalTweets, username]
+            return render_template("NLP.html", data = data)
     return render_template("NLP.html", data = "")
 
 if __name__ == "__main__":

tweetText.json

@@ -1,90 +1,90 @@
 {
     "data": [
         {
-            "id": "1461420391675670531",
-            "text": "@NOTPILLOWGUY @AbigailShrier @benshapiro Pretty sure most parents are triggered by the idea of teachers rooting through their kids' search history."
+            "id": "1462872134192148484",
+            "text": "@PilotRecordsUK @FoxStevensonNow Naanananananaanaanaanaaaaaaaa"
         },
         {
-            "id": "1461420177581649924",
-            "text": "Thanks, @benshapiro  now I have that darn kars-4-kids jingle in my head."
+            "id": "1462865394239168512",
+            "text": "@PilotRecordsUK @FoxStevensonNow DON'T THREATEN ME WITH A GOOD TIME"
         },
         {
-            "id": "1461420103782653953",
-            "text": "@Bullmoose452 @ZJK_12 @benshapiro @PeachStatePulse https://t.co/ZYL3GM5FCK https://t.co/H72RMaxGAI"
+            "id": "1462864814749863939",
+            "text": "@PilotRecordsUK @FoxStevensonNow IM HERE FOR A GOOD TIME"
         },
         {
-            "id": "1461419921800372226",
-            "text": "@Bullmoose452 @benshapiro @PeachStatePulse https://t.co/8j33dsTcAy"
+            "id": "1462850696898826245",
+            "text": "@PilotRecordsUK @FoxStevensonNow let's goooooooooooooooooo"
         },
         {
-            "id": "1461419889982324737",
-            "text": "@ShawnDorschner @benshapiro Amazing! You've been through tens of thousands of my tweets and nearly 3,000 articles, many of which mock that government, and you came to that conclusion. You're a fast reader. Because obviously a person of your intellectual caliber would never jump to conclusions or generalize."
+            "id": "1462832761048293380",
+            "text": "@PilotRecordsUK @FoxStevensonNow YES"
         },
         {
-            "id": "1461419659731865602",
-            "text": "@afireinside0 @WebsterKevorki1 @realDailyWire @benshapiro See I'm fine with premiums, pay your own way. But then be consistent, no public money for avoidable health conditions, like unwanted pregnancy or drug addiction.\n\nIt's losing your job that crossed the line from fair share to Sophies choice"
+            "id": "1462821599510511624",
+            "text": "@PilotRecordsUK @FoxStevensonNow Finally!!"
         },
         {
-            "id": "1461419542832427018",
-            "text": "@mokmuud @bennyjohnson @benshapiro @GovRonDeSantis Not immediately, chief. You got the rhetoric down, but clearly have NO @#$%ing clue about the substance of the issue. When the Comfort left, there was still an issue about how to throttle capacity. Keep regurgitating the opinions of smarter people feigning stupidity."
+            "id": "1462821435429339150",
+            "text": "@PilotRecordsUK @FoxStevensonNow So excited ❤️❤️"
         },
         {
-            "id": "1461419036093390852",
-            "text": "@Bullmoose452 @benshapiro @PeachStatePulse https://t.co/jat1FddBnx"
+            "id": "1462809137235046411",
+            "text": "@PilotRecordsUK @FoxStevensonNow SO HYPE FOR THIS"
         },
         {
-            "id": "1461418874407170053",
-            "text": "@benshapiro Insane and sick."
+            "id": "1462803476476477452",
+            "text": ".@FoxStevensonNow - Good Time 🎸\n\nFriday 26th November ✈️\n\n→ https://t.co/hd6BmyjryB 🎵 https://t.co/7tCCAQcQa9"
         },
         {
-            "id": "1461418840877940750",
-            "text": "@TheHimboF10Y @benshapiro Ye I beat his ass"
+            "id": "1462781057929863174",
+            "text": "@FoxStevensonNow @korvasound man don't even talk to me about that matchup, half of pot's games you just sit there and block for 40 seconds :(("
         },
         {
-            "id": "1461418704625967105",
-            "text": "@benshapiro https://t.co/IqHgct1Rt3"
+            "id": "1462780858679508996",
+            "text": "@FoxStevensonNow hop on [imaginary fighting game where Australia can connect to the UK]"
         },
         {
-            "id": "1461418626108432389",
-            "text": "@McCormackJohn @benshapiro And 6 Dems said they want him to run! :D"
+            "id": "1462638683006271491",
+            "text": "@FoxStevensonNow @korvasound Potemkin made me go back to tekken."
         },
         {
-            "id": "1461418581971849221",
-            "text": "@kerpen @benshapiro Charlie Baker that high : now I know this poll is inaccurate"
+            "id": "1462604792837017602",
+            "text": "@FoxStevensonNow too"
         },
         {
-            "id": "1461418564511047687",
-            "text": "@mokmuud @leousn @bennyjohnson @benshapiro @GovRonDeSantis He is going out of his way to appease his garbage base addicted to culture wars. You people are trash"
+            "id": "1462597937649926153",
+            "text": "@FoxStevensonNow fair enough, it’s an acquired taste\n\nin that case, what are some of your actual favorites?"
         },
         {
-            "id": "1461418501923655686",
-            "text": "@Bullmoose452 @benshapiro @PeachStatePulse https://t.co/fUPQG1fShR"
+            "id": "1462596554741600260",
+            "text": "@FoxStevensonNow Fighting games are hard and if you don't fall in love with them you're gonna drop it pretty quick\n\nI have a sneaking feeling your music career is going to be ok. Inspiration only tends to help things"
         },
         {
-            "id": "1461418447787552770",
-            "text": "@faidleyj1 @AndrewMichael30 @benshapiro Ok boomer"
+            "id": "1462582373376315404",
+            "text": "@korvasound @FoxStevensonNow I second this 👌"
         },
         {
-            "id": "1461418446785323011",
-            "text": "@afireinside0 @WebsterKevorki1 @realDailyWire @benshapiro Why is that not an option for you? You won't get covid if you go lock yourself in a bunker till every covid viron is gone\n\nIn no other situation is the burden on me to alleviate your fear, especially an irrational one"
+            "id": "1462580010036994049",
+            "text": "@FoxStevensonNow on behalf of all potemkin mains,\n\n1. sincerest apologies, that’s a rough place to get stuck skill-wise and I wish you the best\n\n2. but also it’s always funny to land a pot buster on a millia get rekt https://t.co/smI34pdTPo"
         },
         {
-            "id": "1461418269978464256",
-            "text": "@bull_apis @_luke_henry @yaf @benshapiro If I said that I lived through those times, I'd be just as credible as the 'authors' of the Project."
+            "id": "1462577398763851781",
+            "text": "@FoxStevensonNow you excited for project L?"
         },
         {
-            "id": "1461418249128534018",
-            "text": "@kerpen @benshapiro Doug Douchebag in AZ is hated lol, well at least he got his 2 terms 🤣"
+            "id": "1462571430110019590",
+            "text": "@FoxStevensonNow guilty gear?"
         },
         {
-            "id": "1461418197358456839",
-            "text": "@MsOanaMarina @yaf @benshapiro This is why your children will have miserable lives"
+            "id": "1462570372231057408",
+            "text": "@GreenOddy @FoxStevensonNow Hope he says yes :) would be more fun than the boring standard voicemail I currently have"
         }
     ],
     "meta": {
-        "oldest_id": "1461418197358456839",
-        "newest_id": "1461420391675670531",
+        "oldest_id": "1462570372231057408",
+        "newest_id": "1462872134192148484",
         "result_count": 20,
-        "next_token": "7140dibdnow9c7btw3z3an8fatnpra267c3g35by9azi1"
+        "next_token": "7140dibdnow9c7btw3z3apdghn0vvppbeq8kiv8ui4rw8"
     }
 }