diff --git a/Error/Book-Recomendation/setup.py b/Error/Book-Recomendation/setup.py new file mode 100644 index 0000000..9e65d82 --- /dev/null +++ b/Error/Book-Recomendation/setup.py @@ -0,0 +1,33 @@ +import requests, webbrowser +import json +from bs4 import BeautifulSoup +import re +from urllib.parse import urlparse +import pandas as pd +import os + +def get_stock_market_books(level): + if level == 1: + books = ["1. The Intelligent Investor", "2. The Little Book of Common Sense Investing", "3. A Random Walk Down Wall Street"] + elif level == 2: + books = ["1. How to Make Money in Stocks", "2. Stock Investing For Dummies", "3. Market Wizards"] + elif level == 3: + books = ["1. The New Market Wizards", "2. The Art of Contrary Thinking", "3. Reminiscences of a Stock Operator"] + else: + raise ValueError("Invalid level. Please choose 1, 2, or 3.") + return books + +def main(): + print("Select the level that you would consider yourself to be:") + print("1: Beginner") + print("2: Intermediate") + print("3: Advanced") + level = int(input("Enter the level of the stock market books you want: ")) + print("Here are the books we recommend:") + books = get_stock_market_books(level) + + for book in books: + print(book) + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/Error/Market_Insights/Market_Insights.py b/Error/Market_Insights/Market_Insights.py new file mode 100644 index 0000000..27119aa --- /dev/null +++ b/Error/Market_Insights/Market_Insights.py @@ -0,0 +1,244 @@ + +from matplotlib.pyplot import axis +import streamlit as st +import pandas as pd +import yfinance as yf +import datetime +from datetime import date +from plotly import graph_objs as go +from plotly.subplots import make_subplots +from prophet import Prophet +from prophet.plot import plot_plotly +import time +from streamlit_option_menu import option_menu + +st.set_page_config(layout="wide", initial_sidebar_state="expanded") + +def add_meta_tag(): + meta_tag = """ + + + + """ + st.markdown(meta_tag, unsafe_allow_html=True) + + +add_meta_tag() + + +today = date.today() +st.write('''# I.N.V.E.S.T. ''') +st.sidebar.image("Error\Market_Insights\Market_Insights\Images\invest.png", width=250, + use_column_width=False) # logo +st.sidebar.write('''# I.N.V.E.S.T. ''') +with st.sidebar: + selected = option_menu("Utilities", ["Stocks Performance Comparison", "Real-Time Stock Price", "Stock Prediction"]) + +start = st.sidebar.date_input( + 'Start', datetime.date(2022, 1, 1)) +end = st.sidebar.date_input('End', datetime.date.today()) + + +stock_df = pd.read_csv("Error\Market_Insights\Market_Insights\StockData.csv") + + +if(selected == 'Stocks Performance Comparison'): + st.subheader("Stocks Performance Comparison") + tickers = stock_df["Company Name"] + dropdown = st.multiselect('Pick your assets', tickers) + + with st.spinner('Loading...'): + time.sleep(2) + + + dict_csv = pd.read_csv('Error\Market_Insights\Market_Insights\StockData.csv', header=None, index_col=0).to_dict()[1] # read csv file + symb_list = [] + for i in dropdown: + val = dict_csv.get(i) + symb_list.append(val) + + def relativeret(df): + rel = df.pct_change() + cumret = (1+rel).cumprod() - 1 + cumret = cumret.fillna(0) + return cumret + + if len(dropdown) > 0: + df = relativeret(yf.download(symb_list, start, end))[ + 'Adj Close'] + raw_df = relativeret(yf.download(symb_list, start, end)) + raw_df.reset_index(inplace=True) + + closingPrice = yf.download(symb_list, start, end)[ + 'Adj Close'] + volume = yf.download(symb_list, start, end)['Volume'] + + st.subheader('Raw Data {}'.format(dropdown)) + st.write(raw_df) + chart = ('Line Chart', 'Area Chart', 'Bar Chart') + + dropdown1 = st.selectbox('Pick your chart', chart) + with st.spinner('Loading...'): + time.sleep(2) + + st.subheader('Relative Returns {}'.format(dropdown)) + + if (dropdown1) == 'Line Chart': + st.line_chart(df) + st.write("### Closing Price of {}".format(dropdown)) + st.line_chart(closingPrice) + + st.write("### Volume of {}".format(dropdown)) + st.line_chart(volume) + + elif (dropdown1) == 'Area Chart': + st.area_chart(df) + st.write("### Closing Price of {}".format(dropdown)) + st.area_chart(closingPrice) + st.write("### Volume of {}".format(dropdown)) + st.area_chart(volume) + + elif (dropdown1) == 'Bar Chart': + st.bar_chart(df) + st.write("### Closing Price of {}".format(dropdown)) + st.bar_chart(closingPrice) + + st.write("### Volume of {}".format(dropdown)) + st.bar_chart(volume) + + else: + st.line_chart(df, width=1000, height=800, + use_container_width=False) + st.write("### Closing Price of {}".format(dropdown)) + st.line_chart(closingPrice) + + st.write("### Volume of {}".format(dropdown)) + st.line_chart(volume) + + else: + st.write('Please select atleast one asset') + + +elif(selected == 'Real-Time Stock Price'): + st.subheader("Real-Time Stock Price") + tickers = stock_df["Company Name"] + a = st.selectbox('Pick a Company', tickers) + + with st.spinner('Loading...'): + time.sleep(2) + + dict_csv = pd.read_csv('Error\Market_Insights\Market_Insights\StockData.csv', header=None, index_col=0).to_dict()[1] # read csv file + symb_list = [] + + val = dict_csv.get(a) + symb_list.append(val) + + if "button_clicked" not in st.session_state: + st.session_state.button_clicked = False + + def callback(): + st.session_state.button_clicked = True + if ( + st.button("Search", on_click=callback) + or st.session_state.button_clicked + ): + if(a == ""): + st.write("Click Search to Search for a Company") + with st.spinner('Loading...'): + time.sleep(2) + else: + data = yf.download(symb_list, start=start, end=end) + data.reset_index(inplace=True) + st.subheader('Raw Data of {}'.format(a)) + st.write(data) + + def plot_raw_data(): + fig = go.Figure() + fig.add_trace(go.Scatter( + x=data['Date'], y=data['Open'], name="stock_open")) + fig.add_trace(go.Scatter( + x=data['Date'], y=data['Close'], name="stock_close")) + fig.layout.update( + title_text='Line Chart of {}'.format(a) , xaxis_rangeslider_visible=True) + st.plotly_chart(fig) + + def plot_candle_data(): + fig = go.Figure() + fig.add_trace(go.Candlestick(x=data['Date'], + open=data['Open'], + high=data['High'], + low=data['Low'], + close=data['Close'], name='market data')) + fig.update_layout( + title='Candlestick Chart of {}'.format(a), + yaxis_title='Stock Price', + xaxis_title='Date') + st.plotly_chart(fig) + + chart = ('Candle Stick', 'Line Chart') + dropdown1 = st.selectbox('Pick your chart', chart) + with st.spinner('Loading...'): + time.sleep(2) + if (dropdown1) == 'Candle Stick': + plot_candle_data() + elif (dropdown1) == 'Line Chart': + plot_raw_data() + else: + plot_candle_data() + + +elif(selected == 'Stock Prediction'): + st.subheader("Stock Prediction") + + tickers = stock_df["Company Name"] + a = st.selectbox('Pick a Company', tickers) + with st.spinner('Loading...'): + time.sleep(2) + dict_csv = pd.read_csv('Error\Market_Insights\Market_Insights\StockData.csv', header=None, index_col=0).to_dict()[1] + symb_list = [] + val = dict_csv.get(a) + symb_list.append(val) + if(a == ""): + st.write("Enter a Stock Name") + else: + data = yf.download(symb_list, start=start, end=end) + data.reset_index(inplace=True) + st.subheader('Raw Data of {}'.format(a)) + st.write(data) + + def plot_raw_data(): + fig = go.Figure() + fig.add_trace(go.Scatter( + x=data['Date'], y=data['Open'], name="stock_open")) + fig.add_trace(go.Scatter( + x=data['Date'], y=data['Close'], name="stock_close")) + fig.layout.update( + title_text='Time Series Data of {}'.format(a), xaxis_rangeslider_visible=True) + st.plotly_chart(fig) + + plot_raw_data() + n_years = st.slider('Years of prediction:', 1, 4) + period = n_years * 365 + + + df_train = data[['Date', 'Close']] + df_train = df_train.rename( + columns={"Date": "ds", "Close": "y"}) + + m = Prophet() + m.fit(df_train) + future = m.make_future_dataframe( + periods=period) + forecast = m.predict(future) + + + st.subheader('Forecast Data of {}'.format(a)) + st.write(forecast) + + st.subheader(f'Forecast plot for {n_years} years') + fig1 = plot_plotly(m, forecast) + st.plotly_chart(fig1) + + st.subheader("Forecast components of {}".format(a)) + fig2 = m.plot_components(forecast) + st.write(fig2) \ No newline at end of file diff --git a/Error/Market_Insights/Market_Insights/Images/237e57514b5e59a375c74748a055d4cd-removebg-preview.png b/Error/Market_Insights/Market_Insights/Images/237e57514b5e59a375c74748a055d4cd-removebg-preview.png new file mode 100644 index 0000000..777dcd5 Binary files /dev/null and b/Error/Market_Insights/Market_Insights/Images/237e57514b5e59a375c74748a055d4cd-removebg-preview.png differ diff --git a/Error/Market_Insights/Market_Insights/Images/invest.png b/Error/Market_Insights/Market_Insights/Images/invest.png new file mode 100644 index 0000000..a8ccdf1 Binary files /dev/null and b/Error/Market_Insights/Market_Insights/Images/invest.png differ diff --git a/Error/Market_Insights/Market_Insights/StockData.csv b/Error/Market_Insights/Market_Insights/StockData.csv new file mode 100644 index 0000000..5cd750d --- /dev/null +++ b/Error/Market_Insights/Market_Insights/StockData.csv @@ -0,0 +1,1942 @@ +Company Name,Symbol +Reliance Industries Limited,RELIANCE.NS +Tata Consultancy Services Limited,TCS.NS +HDFC Bank Limited,HDFCBANK.NS +Infosys Limited,INFY.NS +ICICI Bank Limited,ICICIBANK.NS +Hindustan Unilever Limited,HINDUNILVR.NS +State Bank of India,SBIN.NS +Bajaj Finance Limited,BAJFINANCE.NS +Housing Development Finance Corporation Limited,HDFC.NS +Bharti Airtel Limited,BHARTIARTL.NS +Kotak Mahindra Bank Limited,KOTAKBANK.NS +Wipro Limited,WIPRO.NS +HCL Technologies Limited,HCLTECH.NS +ITC Limited,ITC.NS +Adani Green Energy Limited,ADANIGREEN.NS +Asian Paints Limited,ASIANPAINT.NS +Bajaj Finserv Limited,BAJAJFINSV.NS +Adani Transmission Limited,ADANITRANS.NS +Avenue Supermarts Limited,DMART.NS +Larsen & Toubro Limited,LT.NS +Adani Total Gas Limited,ATGL.NS +Axis Bank Limited,AXISBANK.NS +Maruti Suzuki India Limited,MARUTI.NS +Titan Company Limited,TITAN.NS +Adani Enterprises Limited,ADANIENT.NS +Sun Pharmaceutical Industries Limited,SUNPHARMA.NS +Oil & Natural Gas Corporation Limited,ONGC.NS +UltraTech Cement Limited,ULTRACEMCO.NS +JSW Steel Limited,JSWSTEEL.NS +Adani Ports and Special Economic Zone Limited,ADANIPORTS.NS +Tata Steel Limited,TATASTEEL.NS +Power Grid Corporation of India Limited,POWERGRID.NS +Vedanta Limited,VEDL.NS +Tech Mahindra Limited,TECHM.NS +Tata Motors Limited,TATAMOTORS.NS +Hindustan Zinc Limited,HINDZINC.NS +NTPC Limited,NTPC.NS +Hindalco Industries Limited,HINDALCO.NS +Pidilite Industries Limited,PIDILITIND.NS +Divi's Laboratories Limited,DIVISLAB.NS +HDFC Life Insurance Company Limited,HDFCLIFE.NS +Coal India Limited,COALINDIA.NS +SBI Life Insurance Company Limited,SBILIFE.NS +Indian Oil Corporation Limited,IOC.NS +Grasim Industries Limited,GRASIM.NS +Larsen & Toubro Infotech Limited,LTI.NS +Bajaj Auto Limited,BAJAJ-AUTO.NS +Mahindra & Mahindra Limited,M&M.NS +Dabur India Limited,DABUR.NS +DLF Limited,DLF.NS +SHREE CEMENT LIMITED,SHREECEM.NS +Siemens Limited,SIEMENS.NS +Cipla Limited,CIPLA.NS +SBI Caselecteds and Payment Services Limited,SBICAselected.NS +FSN E-Commerce Ventures Limited,NYKAA.NS +SRF Limited,SRF.NS +Bharat Petroleum Corporation Limited,BPCL.NS +InterGlobe Aviation Limited,INDIGO.NS +Britannia Industries Limited,BRITANNIA.NS +Godrej Consumer Products Limited,GODREJCP.NS +Tata Power Company Limited,TATAPOWER.NS +IndusInd Bank Limited,INDUSINDBK.NS +Havells India Limited,HAVELLS.NS +ICICI Prudential Life Insurance Company Limited,ICICIPRULI.NS +TATA CONSUMER PRODUCTS LIMITED,TATACONSUM.NS +Dr. Reddy's Laboratories Limited,DRREDDY.NS +Adani Power Limited,ADANIPOWER.NS +MindTree Limited,MINDTREE.NS +GAIL (India) Limited,GAIL.NS +Berger Paints (I) Limited,BERGEPAINT.NS +Eicher Motors Limited,EICHERMOT.NS +Adani Wilmar Limited,AWL.NS +ICICI Lombaselected General Insurance Company Limited,ICICIGI.NS +Marico Limited,MARICO.NS +Apollo Hospitals Enterprise Limited,APOLLOHOSP.NS +Zomato Limited,ZOMATO.NS +United Spirits Limited,MCDOWELL-N.NS +MphasiS Limited,MPHASIS.NS +Indian Railway Catering And Tourism Corporation Limited,IRCTC.NS +Indus Towers Limited,INDUSTOWER.NS +Ambuja Cements Limited,AMBUJACEM.NS +Cholamandalam Investment and Finance Company Limited,CHOLAFIN.NS +UPL Limited,UPL.NS +Info Edge (India) Limited,NAUKRI.NS +Bank of Baroda,BANKBARODA.NS +Bajaj Holdings & Investment Limited,BAJAJHLDNG.NS +Tata Elxsi Limited,TATAELXSI.NS +Jindal Steel & Power Limited,JINDALSTEL.NS +Macrotech Developers Limited,LODHA.NS +L&T Technology Services Limited,LTTS.NS +Gland Pharma Limited,GLAND.NS +Muthoot Finance Limited,MUTHOOTFIN.NS +Piramal Enterprises Limited,PEL.NS +Bharat Electronics Limited,BEL.NS +JSW Energy Limited,JSWENERGY.NS +Hindustan Aeronautics Limited,HAL.NS +Bandhan Bank Limited,BANDHANBNK.NS +Page Industries Limited,PAGEIND.NS +NMDC Limited,NMDC.NS +Torrent Pharmaceuticals Limited,TORNTPHARM.NS +Procter & Gamble Hygiene and Health Care Limited,PGHH.NS +Godrej Properties Limited,GODREJPROP.NS +IDBI Bank Limited,IDBI.NS +Hero MotoCorp Limited,HEROMOTOCO.NS +HDFC Asset Management Company Limited,HDFCAMC.NS +ABB India Limited,ABB.NS +Trent Limited,TRENT.NS +Motherson Sumi Systems Limited,MOTHERSUMI.NS +Alkem Laboratories Limited,ALKEM.NS +PI Industries Limited,PIIND.NS +Bosch Limited,BOSCHLTD.NS +Colgate Palmolive (India) Limited,COLPAL.NS +Canara Bank,CANBK.NS +Balkrishna Industries Limited,BALKRISIND.NS +Voltas Limited,VOLTAS.NS +Container Corporation of India Limited,CONCOR.NS +Star Health and Allied Insurance Company Limited,STARHEALTH.NS +Varun Beverages Limited,VBL.NS +Steel Authority of India Limited,SAIL.NS +Astral Limited,ASTRAL.NS +ACC Limited,ACC.NS +Biocon Limited,BIOCON.NS +Sona BLW Precision Forgings Limited,SONACOMS.NS +United Breweries Limited,UBL.NS +AU Small Finance Bank Limited,AUBANK.NS +Aurobindo Pharma Limited,AUROPHARMA.NS +Punjab National Bank,PNB.NS +Hindustan Petroleum Corporation Limited,HINDPETRO.NS +Persistent Systems Limited,PERSISTENT.NS +Zydus Lifesciences Limited,ZYDUSLIFE.NS +Polycab India Limited,POLYCAB.NS +Honeywell Automation India Limited,HONAUT.NS +Tata Communications Limited,TATACOMM.NS +Jubilant Foodworks Limited,JUBLFOOD.NS +Aarti Industries Limited,AARTIIND.NS +Gujarat Gas Limited,GUJGASLTD.NS +Ashok Leyland Limited,ASHOKLEY.NS +Indian Overseas Bank,IOB.NS +One 97 Communications Limited,PAYTM.NS +Oberoi Realty Limited,OBEROIRLTY.NS +Lupin Limited,LUPIN.NS +Max Healthcare Institute Limited,MAXHEALTH.NS +Bharat Forge Limited,BHARATFORG.NS +Tata Teleservices (Maharashtra) Limited,TTML.NS +Linde India Limited,LINDEINDIA.NS +Laurus Labs Limited,LAURUSLABS.NS +The Indian Hotels Company Limited,INDHOTEL.NS +Tube Investments of India Limited,TIINDIA.NS +PB Fintech Limited,POLICYBZR.NS +Cummins India Limited,CUMMINSIND.NS +Oracle Financial Services Software Limited,OFSS.NS +Yes Bank Limited,YESBANK.NS +Shriram Transport Finance Company Limited,SRTRANSFIN.NS +Deepak Nitrite Limited,DEEPAKNTR.NS +Atul Limited,ATUL.NS +Schaeffler India Limited,SCHAEFFLER.NS +Gujarat Fluorochemicals Limited,FLUOROCHEM.NS +Power Finance Corporation Limited,PFC.NS +TVS Motor Company Limited,TVSMOTOR.NS +Petronet LNG Limited,PETRONET.NS +Aditya Birla Fashion and Retail Limited,ABFRL.NS +Ruchi Soya Industries Limited,RUCHI.NS +GlaxoSmithKline Pharmaceuticals Limited,GLAXO.NS +Indian Railway Finance Corporation Limited,IRFC.NS +Dalmia Bharat Limited,DALBHARAT.NS +NHPC Limited,NHPC+B1993.NS +Vodafone Idea Limited,IDEA.NS +Zee Entertainment Enterprises Limited,ZEEL.NS +MRF Limited,MRF.NS +Trident Limited,TRIDENT.NS +Coforge Limited,COFORGE.NS +IPCA Laboratories Limited,IPCALAB.NS +Minda Industries Limited,MINDAIND.NS +Relaxo Footwears Limited,RELAXO.NS +Union Bank of India,UNIONBANK.NS +Indraprastha Gas Limited,IGL.NS +Max Financial Services Limited,MFSL.NS +Aditya Birla Capital Limited,ABCAPITAL.NS +Supreme Industries Limited,SUPREMEIND.NS +Oil India Limited,OIL.NS +CG Power and Industrial Solutions Limited,CGPOWER.NS +Dixon Technologies (India) Limited,DIXON.NS +Solar Industries India Limited,SOLARINDS.NS +Bata India Limited,BATAINDIA.NS +Kansai Nerolac Paints Limited,KANSAINER.NS +Tata Chemicals Limited,TATACHEM.NS +IDFC First Bank Limited,IDFCFIRSTB.NS +REC Limited,RECLTD.NS +CRISIL Limited,CRISIL.NS +Syngene International Limited,SYNGENE.NS +Crompton Greaves Consumer Electricals Limited,CROMPTON.NS +Torrent Power Limited,TORNTPOWER.NS +Coromandel International Limited,COROMANDEL.NS +Vedant Fashions Limited,MANYAVAR.NS +Hatsun Agro Product Limited,HATSUN.NS +Thermax Limited,THERMAX.NS +APL Apollo Tubes Limited,APLAPOLLO.NS +Escorts Limited,ESCORTS.NS +Sumitomo Chemical India Limited,SUMICHEM.NS +National Aluminium Company Limited,NATIONALUM.NS +GMR Infrastructure Limited,GMRINFRA.NS +3M India Limited,3MINDIA.NS +Fortis Healthcare Limited,FORTIS.NS +Dr. Lal Path Labs Ltd.,LALPATHLAB.NS +Nippon Life India Asset Management Limited,NAM-INDIA.NS +Sundaram Finance Limited,SUNDARMFIN.NS +K.P.R. Mill Limited,KPRMILL.NS +Clean Science and Technology Limited,CLEAN.NS +Devyani International Limited,DEVYANI.NS +Poonawalla Fincorp Limited,POONAWALLA.NS +Tanla Platforms Limited,TANLA.NS +The Federal Bank Limited,FEDERALBNK.NS +Rajesh Exports Limited,RAJESHEXPO.NS +Motherson Sumi Wiring India Limited,MSUMI.NS +Aavas Financiers Limited,AAVAS.NS +Navin Fluorine International Limited,NAVINFLUOR.NS +Indian Energy Exchange Limited,IEX.NS +Vinati Organics Limited,VINATIORGA.NS +ICICI Securities Limited,ISEC.NS +General Insurance Corporation of India,GICRE.NS +Whirlpool of India Limited,WHIRLPOOL.NS +L&T Finance Holdings Limited,L&TFH.NS +Grindwell Norton Limited,GRINDWELL.NS +Pfizer Limited,PFIZER.NS +Emami Limited,EMAMILTD.NS +Prestige Estates Projects Limited,PRESTIGE.NS +LIC Housing Finance Limited,LICHSGFIN.NS +Mahindra & Mahindra Financial Services Limited,M&MFIN.NS +The Phoenix Mills Limited,PHOENIXLTD.NS +Sun TV Network Limited,SUNTV.NS +Indian Bank,INDIANB.NS +Sundram Fasteners Limited,SUNDRMFAST.NS +Bank of India,BANKINDIA.NS +JK Cement Limited,JKCEMENT.NS +The New India Assurance Company Limited,NIACL.NS +The Ramco Cements Limited,RAMCOCEM.NS +DCM Shriram Limited,DCMSHRIRAM.NS +Chambal Fertilizers & Chemicals Limited,CHAMBLFERT.NS +SKF India Limited,SKFINDIA.NS +Sanofi India Limited,SANOFI.NS +Bharat Heavy Electricals Limited,BHEL.NS +Brightcom Group Limited,BCG.NS +Sheela Foam Limited,SFL.NS +Aptus Value Housing Finance India Limited,APTUS.NS +Affle (India) Limited,AFFLE.NS +Metro Brands Limited,METROBRAND.NS +KPIT Technologies Limited,KPITTECH.NS +Blue Dart Express Limited,BLUEDART.NS +Kajaria Ceramics Limited,KAJARIACER.NS +Timken India Limited,TIMKEN.NS +Central Bank of India,CENTRALBK.NS +Century Plyboaselecteds (India) Limited,CENTURYPLY.NS +Gillette India Limited,GILLETTE.NS +Suven Pharmaceuticals Limited,SUVENPHAR.NS +Ajanta Pharma Limited,AJANTPHARM.NS +Godrej Industries Limited,GODREJIND.NS +Happiest Minds Technologies Limited,HAPPSTMNDS.NS +Central Depository Services (India) Limited,CDSL.NS +Endurance Technologies Limited,ENDURANCE.NS +Aditya Birla Sun Life AMC Limited,ABSLAMC.NS +AIA Engineering Limited,AIAENG.NS +Narayana Hrudayalaya Ltd.,NH.NS +IRB Infrastructure Developers Limited,IRB.NS +Carborundum Universal Limited,CARBORUNIV.NS +Hitachi Energy India Limited,POWERINDIA.NS +G R Infraprojects Limited,GRINFRA.NS +Iifl Wealth Management Limited,IIFLWAM.NS +Gujarat State Petronet Limited,GSPL.NS +Alkyl Amines Chemicals Limited,ALKYLAMINE.NS +Alembic Pharmaceuticals Limited,APLLTD.NS +ZF Commercial Vehicle Control Systems India Limited,ZFCVINDIA.NS +UCO Bank,UCOBANK.NS +Nuvoco Vistas Corporation Limited,NUVOCO.NS +Natco Pharma Limited,NATCOPHARM.NS +BASF India Limited,BASF.NS +CREDITACCESS GRAMEEN LIMITED,CREDITACC.NS +Indiamart Intermesh Limited,INDIAMART.NS +Gujarat Narmada Valley Fertilizers and Chemicals Limited,GNFC.NS +Exide Industries Limited,EXIDEIND.NS +Motilal Oswal Financial Services Limited,MOTILALOFS.NS +BSE Limited,BSE.NS +Angel One Limited,ANGELONE.NS +Intellect Design Arena Limited,INTELLECT.NS +BIRLASOFT LIMITED,BSOFT.NS +TV18 Broadcast Limited,TV18BselectedCST.NS +KIOCL Limited,KIOCL.NS +UTI Asset Management Company Limited,UTIAMC.NS +Vaselectedhman Textiles Limited,VTL.NS +Alok Industries Limited,ALOKINDS.NS +Glenmark Pharmaceuticals Limited,GLENMARK.NS +Bajaj Electricals Limited,BAJAJELEC.NS +Fine Organic Industries Limited,FINEORG.NS +JB Chemicals & Pharmaceuticals Limited,JBCHEPHARM.NS +Apollo Tyres Limited,APOLLOTYRE.NS +Ratnamani Metals & Tubes Limited,RATNAMANI.NS +Medplus Health Services Limited,MEDPLUS.NS +Brigade Enterprises Limited,BRIGADE.NS +Amber Enterprises India Limited,AMBER.NS +Radico Khaitan Limited,RADICO.NS +PVR Limited,PVR.NS +Cholamandalam Financial Holdings Limited,CHOLAHLDNG.NS +TTK Prestige Limited,TTKPRESTIG.NS +KEI Industries Limited,KEI.NS +Redington (India) Limited,REDINGTON.NS +Computer Age Management Services Limited,CAMS.NS +Bank of Maharashtra,MAHABANK.NS +Krishna Institute of Medical Sciences Limited,KIMS.NS +Hindustan Copper Limited,HINDCOPPER.NS +IIFL Finance Limited,IIFL.NS +HFCL Limited,HFCL.NS +Shriram City Union Finance Limited,SHRIRAMCIT.NS +Capri Global Capital Limited,CGCL.NS +SJVN Limited,SJVN.NS +VIP Industries Limited,VIPIND.NS +Laxmi Organic Industries Limited,LXCHEM.NS +Chemplast Sanmar Limited,CHEMPLASTS.NS +Asahi India Glass Limited,ASAHIINDIA.NS +Metropolis Healthcare Limited,METROPOLIS.NS +Lakshmi Machine Works Limited,LAXMIMACH.NS +Cyient Limited,CYIENT.NS +Jindal Stainless Limited,JSL.NS +Galaxy Surfactants Limited,GALAXYSURF.NS +Blue Star Limited,BLUESTARCO.NS +Bharat Dynamics Limited,BDL.NS +CESC Limited,CESC.NS +Balrampur Chini Mills Limited,BALRAMCHIN.NS +Castrol India Limited,CASTROLIND.NS +Mastek Limited,MASTEK.NS +RHI MAGNESITA INDIA LIMITED,RHIM.NS +Aster DM Healthcare Limited,ASTEselectedM.NS +IDFC Limited,IDFC.NS +Graphite India Limited,GRAPHITE.NS +Quess Corp Limited,QUESS.NS +KEC 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+Hotel Rugby Limited,HOTELRUGBY.NS +Bhalchandram Clothing Limited,BHALCHANDR.NS +Melstar Information Technologies Limited,MELSTAR.NS +Manav Infra Projects Limited,MANAV.NS +Gretex Industries Limited,GRETEX.NS +Transwind Infrastructures Limited,TRANSWIND.NS +Jain Studios Limited,JAINSTUDIO.NS +Raj Rayon Industries Limited,RAJRILTD.NS +APPLE INC.,AAPL +MICROSOFT CORPORATION,MSFT +ALPHABET INC.,GOOG +"AMAZON.COM, INC.",AMZN +"TESLA, INC.",TSLA +BERKSHIRE HATHAWAY INC.,BRK.A +UNITEDHEALTH GROUP INCORPORATED,UNH +JOHNSON & JOHNSON,JNJ +NVIDIA CORPORATION,NVDA +VISA INC.,V +"Meta Platforms, Inc.",META +EXXON MOBIL CORPORATION,XOM +WALMART INC.,WMT +MASTERCAselected INCORPORATED.,MA +JPMORGAN CHASE & CO.,JPM +THE PROCTER & GAMBLE COMPANY,PG +CHEVRON CORPORATION,CVX +ELI LILLY AND COMPANY,LLY +"THE HOME DEPOT, INC.",HD +PFIZER INC.,PFE +THE COCA-COLA COMPANY,KO +BANK OF AMERICA CORPORATION,BAC +ABBVIE INC.,ABBV +"PEPSICO, INC.",PEP +COSTCO WHOLESALE CORPORATION,COST +THERMO FISHER SCIENTIFIC INC.,TMO +"MERCK & CO., INC.",MRK +Broadcom Inc.,AVGO +DANAHER CORPORATION,DHR +ORACLE CORPORATION,ORCL +MCDONALD'S CORPORATION,MCD +VERIZON COMMUNICATIONS INC.,VZ +ACCENTURE PUBLIC LIMITED COMPANY,ACN +THE WALT DISNEY COMPANY,DIS +ADOBE INC.,ADBE +ABBOTT LABORATORIES,ABT +"CISCO SYSTEMS, INC.",CSCO +"SALESFORCE, INC.",CRM +"NIKE, INC.",NKE +"UNITED PARCEL SERVICE, INC.",UPS +WELLS FARGO & COMPANY,WFC +"NEXTERA ENERGY, INC.",NEE +COMCAST CORPORATION,CMCSA +TEXAS INSTRUMENTS INCORPORATED,TXN +QUALCOMM INCORPORATED,QCOM +BRISTOL-MYERS SQUIBB COMPANY,BMY +"ADVANCED MICRO DEVICES, INC.",AMD +Philip Morris International Inc.,PM +LINDE PUBLIC LIMITED COMPANY,LIN +INTEL CORPORATION,INTC diff --git a/Error/Market_Insights/Market_Insights/example b/Error/Market_Insights/Market_Insights/example new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/Error/Market_Insights/Market_Insights/example @@ -0,0 +1 @@ + diff --git a/Error/News-Fetcher/Latest stock market news in India.json b/Error/News-Fetcher/Latest stock market news in India.json new file mode 100644 index 0000000..e2b200e --- /dev/null +++ b/Error/News-Fetcher/Latest stock market news in India.json @@ -0,0 +1,38 @@ +[ + { + "title": "Share Market Live, Share Market Today - The Economic Times", + "link": "/url?q=https://economictimes.indiatimes.com/markets&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAoQAg&usg=AOvVaw3mr6-OAHdWEnnHITAl9Y-C" + }, + { + "title": "Stock Market Live News Update - Moneycontrol", + "link": "/url?q=https://www.moneycontrol.com/stocksmarketsindia/&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAEQAg&usg=AOvVaw2d9eVMdGyzsDs-igSEMxjN" + }, + { + "title": "Business News, Economic News, Indian Stock Market News", + "link": "/url?q=https://www.moneycontrol.com/news/business/markets/&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAkQAg&usg=AOvVaw0X6nAVtSiiLVt-leCU8ltk" + }, + { + "title": "Stock Market News - Mint", + "link": "/url?q=https://www.livemint.com/market/stock-market-news&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAQQAg&usg=AOvVaw0tSKBO5Jj50O1R5fl7LpS-" + }, + { + "title": "Stock Market, Sensex, Nifty, Latest Share Market News", + "link": "/url?q=https://www.businesstoday.in/markets&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAUQAg&usg=AOvVaw3M_dw2Iwx-7Et_Qn0x51W6" + }, + { + "title": "Share Market Live - CNBCTV18.com", + "link": "/url?q=https://www.cnbctv18.com/market-live/&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAIQAg&usg=AOvVaw3YXaa2JcmGaH19vHcFZ9MV" + }, + { + "title": "Stock Market News, Share Market Live Updates, BSE/NSE Live", + "link": "/url?q=https://www.bqprime.com/markets&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAMQAg&usg=AOvVaw1DyQRrbuhPDmEiDYSbbWw5" + }, + { + "title": "Zee Business: Business News - Latest Business News - Stock ...", + "link": "/url?q=https://www.zeebiz.com/&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAAQAg&usg=AOvVaw3tH-WMdIqjTkSc3XAzoSzl" + }, + { + "title": "Share Market News - The Financial Express", + "link": "/url?q=https://www.financialexpress.com/market/&sa=U&ved=2ahUKEwicyavh_vGAAxWSjZUCHYIKA8EQFnoECAgQAg&usg=AOvVaw2Xyf73eaD7fvyBY5aU6WjU" + } +] \ No newline at end of file diff --git a/Error/News-Fetcher/Latest stock market news in India.xlsx b/Error/News-Fetcher/Latest stock market news in India.xlsx new file mode 100644 index 0000000..77b4916 Binary files /dev/null and b/Error/News-Fetcher/Latest stock market news in India.xlsx differ diff --git a/Error/News-Fetcher/news-fetcher.py b/Error/News-Fetcher/news-fetcher.py new file mode 100644 index 0000000..2bcc0dc --- /dev/null +++ b/Error/News-Fetcher/news-fetcher.py @@ -0,0 +1,43 @@ +import requests, webbrowser +import json +from bs4 import BeautifulSoup +import re +from urllib.parse import urlparse +import pandas as pd +import os + +def scrape_stock_market_news_from_google(query): + + url = "https://www.google.com/search?q=" + query #GOOGLE SEARCH + response = requests.get(url) + soup = BeautifulSoup(response.content, "html.parser") + + articles = soup.find_all("div", class_="egMi0 kCrYT") + + news = [] #EXTRACTION OF DATA + for article in articles: + title = article.find("div", class_="BNeawe vvjwJb AP7Wnd").text + link = article.find("a")["href"] + domain = urlparse(link).netloc + news.append({ + "title": title, + "link": link + }) + return news + +def main(): + query = "Latest stock market news in India" + + news = scrape_stock_market_news_from_google(query) + + for article in news: + print(article) + + with open(query + ".json", "w+") as f: #ADD TO JSON + json.dump(news, f, indent=4) + + df = pd.DataFrame(news) #ADD TO EXCEL + df.to_excel(query + ".xlsx") + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/Error/Q-A-Bot/back.py b/Error/Q-A-Bot/back.py new file mode 100644 index 0000000..1448b67 --- /dev/null +++ b/Error/Q-A-Bot/back.py @@ -0,0 +1,29 @@ +from langchain.embeddings import HuggingFaceEmbeddings +from langchain.vectorstores import FAISS +from langchain.document_loaders import PyPDFLoader, DirectoryLoader +from langchain.text_splitter import RecursiveCharacterTextSplitter + +dataPath='data/' +FaissPath = 'vectorstore/db_faiss' + +def createVectorDB(): + loader = DirectoryLoader(dataPath,glob='*.pdf',loader_cls=PyPDFLoader) + + documents = loader.load() + textSplit = RecursiveCharacterTextSplitter(chunk_size=500,chunk_overlap=100) + texts = textSplit.split_documents(documents) + + embeddings = HuggingFaceEmbeddings(model_name='sentence-transformers/all-MiniLM-L6-v2', + model_kwargs={'device':'cpu'}) # Check Line 26 + + dataBase = FAISS.from_documents(texts,embeddings) + dataBase.save_local(FaissPath) + +if __name__=='__main__': + createVectorDB() + +''' +Expected one of cpu, cuda, ipu, xpu, mkldnn, opengl, opencl, + ideep, hip, ve, fpga, ort, xla, +lazy, vulkan, mps, meta, hpu, mtia, privateuseone +''' \ No newline at end of file diff --git a/Error/Q-A-Bot/data/Stocks to Riches Insights on Investor Behaviour.pdf b/Error/Q-A-Bot/data/Stocks to Riches Insights on Investor Behaviour.pdf new file mode 100644 index 0000000..292655c Binary files /dev/null and b/Error/Q-A-Bot/data/Stocks to Riches Insights on Investor Behaviour.pdf differ diff --git a/Error/Q-A-Bot/main.py b/Error/Q-A-Bot/main.py new file mode 100644 index 0000000..2a3540a --- /dev/null +++ b/Error/Q-A-Bot/main.py @@ -0,0 +1,90 @@ +from langchain.document_loaders import PyPDFLoader,DirectoryLoader +from langchain import PromptTemplate +from langchain.embeddings import HuggingFaceEmbeddings +from langchain.vectorstores import FAISS +from langchain.llms import CTransformers +from langchain.chains import RetrievalQA +import chainlit as cl + +FaissPath = 'vectorstore/db_faiss' + +prompt_Template = ''' You are an educator, answering +questions about stock market and related topics. You provide basic answers, in simple terms. +Use the following pieces of information to answer the user's question. +If you don't know the answer, just say that you don't know, don't try to make up an answer. + +Context: {context} +Question: {question} + +Only return the helpful answer below and nothing else. +Helpful answer: + +''' +# Prompt definition +def setPrompt(): + prompt = PromptTemplate(template = prompt_Template, input_variables=['context','question']) + + return prompt + +# Form a QnA Chain +def retrievalQNA(llm,prompt,database): + qaChain = RetrievalQA.from_chain_type(llm=llm, + chain_type='stuff', + retriever = database.as_retriever(search_kwargs = {'k':2}), + return_source_documents=True, + chain_type_kwargs={'prompt':prompt} + ) + return qaChain + +# Load LLM +def loadLLM(): + llm = CTransformers( + model="llama-2-7b-chat.ggmlv3.q8_0.bin", + model_type='llama', + max_new_tokens = 700, + temperature = 0.5 + ) + return llm + +# Final call QnA Bot +def QnABot(): + embeddings = HuggingFaceEmbeddings(model_name='sentence-transformers/all-MiniLM-L6-v2', + model_kwargs={'device': 'cpu'}) # Check Line 26 + + dataBase=FAISS.load_local(FaissPath,embeddings) + llm=loadLLM() + qaPrompt = setPrompt() + qa = retrievalQNA(llm,qaPrompt,dataBase) + + return qa + +#Output +def Results(query): + qa_result = QnABot() + response = qa_result({'query':query}) + return response + +# Chainlit interface +@cl.on_chat_start +async def start(): + chain = QnABot() + msg = cl.Message(content="Starting the bot...") + await msg.send() + msg.content = "Hi, Welcome to Fin-Ed Bot. What is your query?" + await msg.update() + + cl.user_session.set("chain", chain) +@cl.on_message +async def main(message): + chain = cl.user_session.get('chain') + cb = cl.AsyncLangchainCallbackHandler(stream_final_answer=True, answer_prefix_tokens=["FINAL", "ANSWER"]) + cb.answer_reached=True + res = await chain.acall(message,callbacks=[cb]) + answer = res['result'] + sources = res['source_documents'] + + if sources: + answer += f"\nSources:"+str(sources) + else: + answer += "\nNo sources" + await cl.Message(content=answer).send() \ No newline at end of file diff --git a/Error/README.md b/Error/README.md new file mode 100644 index 0000000..65e61b5 --- /dev/null +++ b/Error/README.md @@ -0,0 +1,50 @@ +#### TEAM NAME : ERROR + +#### PROBLEM STATEMENT : Content Curation and Education + +#### TEAM LEADER EMAIL : sgupta12_be21@thapar.edu + +## A Brief of the Prototype: + +Link of UML - https://drive.google.com/file/d/1mqsWTJtNvJc1Im6i2b_WlNRzBN42ch6T/view?usp=drive_link + +The project, named I.N.V.E.S.T. (Intelligent Network for Vital Education in Strategic Trading), addresses the issue of Content Curation and Education. The primary aim is to develop an AI bot for SEBI (Securities and Exchange Board of India) that offers valuable assistance to individuals in the field of finance. This bot consists of features like including personalized book recommendations and course suggestions for users to enhance their knowledge. +Moreover, the bot offers a comprehensive understanding of finance-related general knowledge and terminology. It's designed to curate and deliver the latest news regarding Initial Public Offerings (IPOs). In essence, I.N.V.E.S.T. aims to create an intelligent AI tool that empowers users with education, insights, and real-time market information for strategic trading. + +## Tech Stack: + +Natural Language Processing (NLP): For TnC summarization, GK and terminology explanations, and fraud detection using textual data analysis. +Machine Learning: For creating recommendation algorithms, fraud detection models, and market trend predictions. +Data Scraping: To gather IPO-related news and market data from various sources. +Database Management: For storing user preferences, historical interactions, and market data. +User Interface (UI) Design: To create an intuitive and user-friendly interface for interacting with the AI bot. +API Integration: To fetch real-time market data, news, and financial knowledge from external sources. +Programming Languages: Such as Python, for implementing NLP, ML algorithms, and overall system logic. +Web Development Frameworks: For building the user interface and backend systems effectively. + +## Step-by-Step Code Execution Instructions: + +1. Clone the repository + `git clone https://github.com/MJ-NJ/Empowering-Investors-Hackathon-Team-Error.git` + +2. Install all the depencies + +`pip install -r requirements.txt` + +3. Run run.py file + +`python -m run.py` + +If unable to run from the file then run the python files in each folder seperately for each feature + +4. Give the input that you would like to use + +Enter 1 for Book Recommendation +Enter 2 for Market Insights +Enter 3 for Stock Market News +Enter 4 for Q-A-Bot (Right now to run it download bin files from https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML/blob/main/llama-2-7b-chat.ggmlv3.q8_0.bin) +Enter 5 for Terms and conditions Summarization + +## What I Learned: + +We learned to manage our time and resources effectively , collaborate with people , learn new things and adapt to change diff --git a/Error/T&C-Summarizer/TnC_Summary.py b/Error/T&C-Summarizer/TnC_Summary.py new file mode 100644 index 0000000..d85fd54 --- /dev/null +++ b/Error/T&C-Summarizer/TnC_Summary.py @@ -0,0 +1,53 @@ +from transformers import pipeline +import gradio as gr +#tnc=input("Enter Terms and Conditions:") +title='Terms of Service Summarizer' +description='Paste in the T&C, if the Terms are too long paste them in parts for better results' +summerizer=pipeline("summarization") + +tncTry='''These Terms of Service reflect the way Google’s business works, the laws that apply to our company, and certain things we’ve always believed to be true. As a result, these Terms of Service help define Google’s relationship with you as you interact with our services. For example, these terms include the following topic headings: + +What you can expect from us, which describes how we provide and develop our services +What we expect from you, which establishes certain rules for using our services +Content in Google services, which describes the intellectual property rights to the content you find in our services — whether that content belongs to you, Google, or others +In case of problems or disagreements, which describes other legal rights you have, and what to expect in case someone violates these terms +Understanding these terms is important because, by using our services, you’re agreeing to these terms. + +Besides these terms, we also publish a Privacy Policy. Although it’s not part of these terms, we encourage you to read it to better understand how you can update, manage, export, and delete your information. + +Terms +Service provider +Google services are provided by, and you’re contracting with: + +Google LLC +organized under the laws of the State of Delaware, USA, and operating under the laws of the USA + +1600 Amphitheatre Parkway +Mountain View, California 94043 +USA + +Age requirements +If you’re under the age required to manage your own Google Account, you must have your parent or legal guardian’s permission to use a Google Account. Please have your parent or legal guardian read these terms with you. + +If you’re a parent or legal guardian, and you allow your child to use the services, then these terms apply to you and you’re responsible for your child’s activity on the services. + +Some Google services have additional age requirements as described in their service-specific additional terms and policies. + +''' +def summarizer(tncTry): + l=summerizer(tncTry) + return l[0]['summary_text'] + +theme='HaleyCH/HaleyCH_Theme' + + +with gr.Blocks(theme = 'HaleyCH/HaleyCH_Theme') as demo: + with gr.Row(): + with gr.Column(scale=1, min_width=1000): + inp = gr.Textbox(placeholder="Paste your Terms of Service text here!") + btn = gr.Button("Run") + out = gr.Textbox() + #btn1.click(lambda x: gr.update(value=''), [], [inp]) + btn.click(fn=summarizer, inputs=inp, outputs=out) + +demo.launch(server_port=8080, share=True) diff --git a/Error/__pycache__/run.cpython-39.pyc b/Error/__pycache__/run.cpython-39.pyc new file mode 100644 index 0000000..74a9bca Binary files /dev/null and b/Error/__pycache__/run.cpython-39.pyc differ diff --git a/Error/requirements.txt b/Error/requirements.txt new file mode 100644 index 0000000..bb776c5 Binary files /dev/null and b/Error/requirements.txt differ diff --git a/Error/run.py b/Error/run.py new file mode 100644 index 0000000..8ca4a2f --- /dev/null +++ b/Error/run.py @@ -0,0 +1,46 @@ +import os + + +#os.system("command") + +def execute_python_file(number): + script_mapping = { + 1: "Error\Book-Recomendation\setup.py", + 2: "Error\Market_Insights\Market_Insights.py", + 3: "Error\\News-Fetcher\\news-fetcher.py", + 4: "Error\Q-A-Bot\main.py", + 5: "Error\T&C-Summarizer\TnC_Summary.py", + # 6: "C:\\Users\\adama\\PycharmProjects\\Final_Sebi_Submission\\main.py" + } + filename = script_mapping[number] + if not filename: + print(f"Error: No corresponding script found for number {number}") + return + + if not os.path.exists(filename): + print(f"Error: {filename} not found") + return + if number==1: + os.system(command=f"python {filename}") + elif number==2: + os.system(command=f"python {filename}") + elif number==5: + os.system(command=f"python -m streamlit run {filename}") + elif number==6: + os.system(command=f"python -m chainlit run {filename} -w") + + # try: + # with open(filename) as file: + # exec(file.read()) + # except Exception as e: + # print(f"An error occurred while executing {filename}: {e}") + +if __name__ == "__main__": + try: + input_number = int(input("Enter a number (1-6) to execute the corresponding Python script: ")) + if 1 <= input_number <= 5: + execute_python_file(input_number) + else: + print("Invalid input. Please enter a number between 1 and 5.") + except ValueError: + print("Invalid input. Please enter a valid number.") diff --git a/README.md b/README.md deleted file mode 100644 index d23b4aa..0000000 --- a/README.md +++ /dev/null @@ -1,26 +0,0 @@ -# Empowering-Investors-Hackathon - -## Submission Instruction: - 1. Fork this repository - 2. Create a folder with your Team Name - 3. Upload all the code and necessary files in the created folder - 4. Upload a **README.md** file in your folder with the below mentioned informations. - 5. Generate a Pull Request with your Team Name. (Example: submission-XYZ_team) - -## README.md must consist of the following information: - -#### Team Name - -#### Problem Statement - -#### Team Leader Email - - -## A Brief of the Prototype: - This section must include UML Diagrams and prototype description - -## Tech Stack: - List Down all technologies used to Build the prototype - -## Step-by-Step Code Execution Instructions: - This Section must contain a set of instructions required to clone and run the prototype so that it can be tested and deeply analyzed - -## What I Learned: - Write about the biggest learning you had while developing the prototype