Dr. Soumen Atta, PhD SoumenAtta

## app.py
from flask import Flask, render_template, request
import nltk

app = Flask(__name__)


@app.route('/')

def index():
    return render_template('index.html')

## document.txt
Python is a high-level, interpreted programming language that is widely used for web development, data analysis, artificial intelligence, and many other applications. Created by Guido van Rossum in the late 1980s, Python has become one of the most popular programming languages in the world, thanks to its simplicity, versatility, and wide range of libraries and frameworks.

Python is known for its elegant syntax, which emphasizes readability and reduces the cost of program maintenance. Unlike other programming languages that use curly braces and semicolons to denote code blocks and statements, Python uses whitespace and indentation. This makes Python code more concise and easier to read, especially for beginners who are just learning how to program.

In addition to its simplicity and readability, Python is also praised for its powerful and flexible features. Python supports object-oriented programming, functional programming, and procedural programming paradigms, making it a versatile tool for different kinds

## spam.csv
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ham	Ok lar... Joking wif u oni...
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ham	Nah I don't think he goes to usf, he lives around here though
spam	FreeMsg Hey there darling it's been 3 week's now and no word back! I'd like some fun you up for it still? Tb ok! XxX std chgs to send, £1.50 to rcv
ham	Even my brother is not like to speak with me. They treat me like aids patent.
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## data.csv

          
            name
            age
            gender
            city
            income

            
              Alice
              25
              Female
              London
              50000

            
              Bob
              32
              Male
              Paris
              75000

            
              Charlie
              47
              Male
              Berlin
              90000

            
              David
              29
              Male
              New York
              60000

            
              Eve
              38
              Female
              Sydney
              80000

            
              Frank
              22
              Male
              Moscow
              40000

            
              Gina
              34
              Female
              Melbourne
              70000

            
              Henry
              41
              Male
              Shanghai
              85000

            
              Ivy
              27
              Female
              Hong Kong
              55000

## Earthquake.ipynb

      
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                SoumenAtta
                / Earthquake.ipynb
            
            
              Created
              April 9, 2023 07:52
            
          
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## earthquakes.html
<!DOCTYPE html>
<head>
    <meta http-equiv="content-type" content="text/html; charset=UTF-8" />

        <script>
            L_NO_TOUCH = false;
            L_DISABLE_3D = false;
        </script>

    <script src="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.js"></script>

## earthquakes.csv
time,latitude,longitude,depth,mag,magType,nst,gap,dmin,rms,net,id,updated,place,type,horizontalError,depthError,magError,magNst,status,locationSource,magSource
2023-04-09T07:12:17.680Z,33.5805,-116.8063333,8.79,0.13,ml,12,111,0.05957,0.17,ci,ci40438680,2023-04-09T07:15:55.524Z,"13km WNW of Anza, CA",earthquake,0.51,0.6,0.186,3,automatic,ci,ci
2023-04-09T07:10:24.140Z,35.1618333,-118.2023333,15.06,1.11,ml,11,92,0.2055,0.27,ci,ci40438672,2023-04-09T07:13:54.803Z,"12km NNW of Mojave, CA",earthquake,0.7,1.36,0.175,13,automatic,ci,ci
2023-04-09T07:04:15.790Z,38.8073349,-122.8255005,1.56,0.92,md,10,119,0.003256,0.02,nc,nc73869640,2023-04-09T07:15:11.281Z,"7km WNW of The Geysers, CA",earthquake,0.32,0.9,0.18,10,automatic,nc,nc
2023-04-09T07:02:18.045Z,63.069,-150.3173,93.2,1.5,ml,,,,0.28,ak,ak0234juduy4,2023-04-09T07:04:20.527Z,"67 km NNE of Petersville, Alaska",earthquake,,0.7,,,automatic,ak,ak
2023-04-09T06:50:54.360Z,58.1822,-155.2612,0,0.8,ml,,,,0.31,ak,ak0234ju2sik,2023-04-09T06:51:47.058Z,"83 km NW of Karluk,

## pmedian_data.txt
30 10 5
5 6 9 10 1 3 8 6 3 5
3 2 10 9 8 6 7 5 1 4
7 4 2 6 7 10 1 4 9 3
8 3 4 6 10 5 7 2 1 9
1 6 5 2 7 9 8 4 10 3
2 7 4 1 10 6 8 9 3 5
9 10 2 1 7 8 4 6 3 5
4 2 7 10 8 3 9 6 5 1
3 1 9 10 7 6 2 8 4 5

## Titanic.csv

          
            sex
            age
            sibsp
            parch
            fare
            embarked
            class
            who
            alone
            survived

            
              male
              22
              1
              0
              7.25
              S
              Third
              man
              FALSE
              0

            
              female
              38
              1
              0
              71.2833
              C
              First
              woman
              FALSE
              1

            
              female
              26
              0
              0
              7.925
              S
              Third
              woman
              TRUE
              1

            
              female
              35
              1
              0
              53.1
              S
              First
              woman
              FALSE
              1

            
              male
              35
              0
              0
              8.05
              S
              Third
              man
              TRUE
              0

            
              male
              
              0
              0
              8.4583
              Q
              Third
              man
              TRUE
              0

            
              male
              54
              0
              0
              51.8625
              S
              First
              man
              TRUE
              0

            
              male
              2
              3
              1
              21.075
              S
              Third
              child
              FALSE
              0

            
              female
              27
              0
              2
              11.1333
              S
              Third
              woman
              FALSE
              1

## water_quality_data.csv

          
            pH
            Conductivity
            Temperature
            TDS

            
              7.767819208003973
              551
              20
              194

            
              7.8645210147478615
              107
              29
              194

            
              6.099181539145336
              722
              26
              158

            
              6.142619395764986
              349
              24
              191

            
              6.142202391531596
              396
              26
              180

            
              7.479636020771014
              206
              30
              174

            
              7.05056221520493
              250
              30
              175

            
              6.29513536858212
              863
              27
              130

            
              7.69328504585969
              788
              24
              142
	from flask import Flask, render_template, request
	import nltk

	app = Flask(__name__)


	@app.route('/')

	def index():
	return render_template('index.html')
	Python is a high-level, interpreted programming language that is widely used for web development, data analysis, artificial intelligence, and many other applications. Created by Guido van Rossum in the late 1980s, Python has become one of the most popular programming languages in the world, thanks to its simplicity, versatility, and wide range of libraries and frameworks.

	Python is known for its elegant syntax, which emphasizes readability and reduces the cost of program maintenance. Unlike other programming languages that use curly braces and semicolons to denote code blocks and statements, Python uses whitespace and indentation. This makes Python code more concise and easier to read, especially for beginners who are just learning how to program.

	In addition to its simplicity and readability, Python is also praised for its powerful and flexible features. Python supports object-oriented programming, functional programming, and procedural programming paradigms, making it a versatile tool for different kinds
	ham Go until jurong point, crazy.. Available only in bugis n great world la e buffet... Cine there got amore wat...
	ham Ok lar... Joking wif u oni...
	spam Free entry in 2 a wkly comp to win FA Cup final tkts 21st May 2005. Text FA to 87121 to receive entry question(std txt rate)T&C's apply 08452810075over18's
	ham U dun say so early hor... U c already then say...
	ham Nah I don't think he goes to usf, he lives around here though
	spam FreeMsg Hey there darling it's been 3 week's now and no word back! I'd like some fun you up for it still? Tb ok! XxX std chgs to send, £1.50 to rcv
	ham Even my brother is not like to speak with me. They treat me like aids patent.
	ham As per your request 'Melle Melle (Oru Minnaminunginte Nurungu Vettam)' has been set as your callertune for all Callers. Press *9 to copy your friends Callertune
	spam WINNER!! As a valued network customer you have been selected to receivea £900 prize reward! To claim call 09061701461. Claim code KL341. Valid 12 hours only.
	spam Had your mobile 11 months
name	age	gender	city	income
Alice	25	Female	London	50000
Bob	32	Male	Paris	75000
Charlie	47	Male	Berlin	90000
David	29	Male	New York	60000
Eve	38	Female	Sydney	80000
Frank	22	Male	Moscow	40000
Gina	34	Female	Melbourne	70000
Henry	41	Male	Shanghai	85000
Ivy	27	Female	Hong Kong	55000
	<!DOCTYPE html>
	<head>
	<meta http-equiv="content-type" content="text/html; charset=UTF-8" />

	<script>
	L_NO_TOUCH = false;
	L_DISABLE_3D = false;
	</script>

	<script src="https://cdn.jsdelivr.net/npm/leaflet@1.5.1/dist/leaflet.js"></script>
	time,latitude,longitude,depth,mag,magType,nst,gap,dmin,rms,net,id,updated,place,type,horizontalError,depthError,magError,magNst,status,locationSource,magSource
	2023-04-09T07:12:17.680Z,33.5805,-116.8063333,8.79,0.13,ml,12,111,0.05957,0.17,ci,ci40438680,2023-04-09T07:15:55.524Z,"13km WNW of Anza, CA",earthquake,0.51,0.6,0.186,3,automatic,ci,ci
	2023-04-09T07:10:24.140Z,35.1618333,-118.2023333,15.06,1.11,ml,11,92,0.2055,0.27,ci,ci40438672,2023-04-09T07:13:54.803Z,"12km NNW of Mojave, CA",earthquake,0.7,1.36,0.175,13,automatic,ci,ci
	2023-04-09T07:04:15.790Z,38.8073349,-122.8255005,1.56,0.92,md,10,119,0.003256,0.02,nc,nc73869640,2023-04-09T07:15:11.281Z,"7km WNW of The Geysers, CA",earthquake,0.32,0.9,0.18,10,automatic,nc,nc
	2023-04-09T07:02:18.045Z,63.069,-150.3173,93.2,1.5,ml,,,,0.28,ak,ak0234juduy4,2023-04-09T07:04:20.527Z,"67 km NNE of Petersville, Alaska",earthquake,,0.7,,,automatic,ak,ak
	2023-04-09T06:50:54.360Z,58.1822,-155.2612,0,0.8,ml,,,,0.31,ak,ak0234ju2sik,2023-04-09T06:51:47.058Z,"83 km NW of Karluk,
	30 10 5
	5 6 9 10 1 3 8 6 3 5
	3 2 10 9 8 6 7 5 1 4
	7 4 2 6 7 10 1 4 9 3
	8 3 4 6 10 5 7 2 1 9
	1 6 5 2 7 9 8 4 10 3
	2 7 4 1 10 6 8 9 3 5
	9 10 2 1 7 8 4 6 3 5
	4 2 7 10 8 3 9 6 5 1
	3 1 9 10 7 6 2 8 4 5
sex	age	sibsp	parch	fare	embarked	class	who	alone	survived
male	22	1	0	7.25	S	Third	man	FALSE	0
female	38	1	0	71.2833	C	First	woman	FALSE	1
female	26	0	0	7.925	S	Third	woman	TRUE	1
female	35	1	0	53.1	S	First	woman	FALSE	1
male	35	0	0	8.05	S	Third	man	TRUE	0
male		0	0	8.4583	Q	Third	man	TRUE	0
male	54	0	0	51.8625	S	First	man	TRUE	0
male	2	3	1	21.075	S	Third	child	FALSE	0
female	27	0	2	11.1333	S	Third	woman	FALSE	1
pH	Conductivity	Temperature	TDS
7.767819208003973	551	20	194
7.8645210147478615	107	29	194
6.099181539145336	722	26	158
6.142619395764986	349	24	191
6.142202391531596	396	26	180
7.479636020771014	206	30	174
7.05056221520493	250	30	175
6.29513536858212	863	27	130
7.69328504585969	788	24	142