nasdaq-data 0.1.0

A handy tool to get nasdaq data in python

How to

First import and create an instance of your nasdaq data grabber object

from nasdaq_data import nasdaq_grabber as ng

my_ng = ng() 

Get Top Stocks by Market Cap

Call nasdaq_stocks and input the number of tickers you want and you will get info on stocks in order of Market Cap

my_ng.nasdaq_stocks(10)

	symbol	name	lastsale	netchange	pctchange	marketCap	url
0	AAPL	Apple Inc. Common Stock	$150.43	-2.31	-1.512%	2,608,056,056,200	/market-activity/stocks/aapl
1	MSFT	Microsoft Corporation Common Stock	$237.92	-3.06	-1.27%	1,774,381,634,186	/market-activity/stocks/msft
2	GOOG	Alphabet Inc. Class C Capital Stock	$99.17	-1.40	-1.392%	1,293,573,480,000	/market-activity/stocks/goog
3	GOOGL	Alphabet Inc. Class A Common Stock	$98.74	-1.40	-1.398%	1,287,964,560,000	/market-activity/stocks/googl
4	AMZN	Amazon.com, Inc. Common Stock	$113.78	-3.53	-3.009%	1,157,926,339,396	/market-activity/stocks/amzn
5	TSLA	Tesla, Inc. Common Stock	$275.33	-13.26	-4.595%	862,738,307,490	/market-activity/stocks/tsla
6	BRK/A	Berkshire Hathaway Inc.	$404485.25	-889.76	-0.219%	594,946,837,609	/market-activity/stocks/brk/a
7	BRK/B	Berkshire Hathaway Inc.	$267.77	-0.74	-0.276%	590,783,995,813	/market-activity/stocks/brk/b
8	UNH	UnitedHealth Group Incorporated Common Stock (DE)	$513.61	-3.85	-0.744%	480,421,913,683	/market-activity/stocks/unh
9	JNJ	Johnson & Johnson Common Stock	$166.72	0.54	0.325%	438,336,872,094	/market-activity/stocks/jnj

Get Historical Prices

Pass a start date and end date in ISO format along with your ticker to nasdaq_historical_price to get historical prices

from dateutil.relativedelta import relativedelta
import time
import datetime as dt

#today
t = dt.date.today().replace(day=1)
#one year ago
t0 = t - relativedelta(years=1)

#isoformat
iso_t0, iso_t = t0.isoformat(), t.isoformat()

my_ng.nasdaq_historical_price('AAPL', iso_t0, iso_t)

	date	close	volume	open	high	low
0	09/01/2022	$157.96	74,229,900	$156.64	$158.42	$154.67
1	08/31/2022	$157.22	87,991,090	$160.305	$160.58	$157.14
2	08/30/2022	$158.91	77,906,200	$162.13	$162.56	$157.72
3	08/29/2022	$161.38	73,313,950	$161.145	$162.9	$159.82
4	08/26/2022	$163.62	78,960,980	$170.57	$171.05	$163.56
...	...	...	...	...	...	...
248	09/08/2021	$155.11	74,420,210	$156.98	$157.04	$153.975
249	09/07/2021	$156.69	82,278,260	$154.97	$157.26	$154.39
250	09/03/2021	$154.3	57,866,070	$153.76	$154.63	$153.09
251	09/02/2021	$153.65	71,171,320	$153.87	$154.72	$152.4
252	09/01/2021	$152.51	80,313,710	$152.83	$154.98	$152.34

253 rows × 6 columns

Get Stocks Financal Data

Call nasdaq_financals and pass in a frequency you desire

1. Annual
2. Semi Annual

my_ng.nasdaq_financals('AAPL', 1)

	symbol	tabs.incomeStatementTable	tabs.balanceSheetTable	tabs.cashFlowTable	tabs.financialRatiosTable	incomeStatementTable.headers.value1	incomeStatementTable.headers.value2	incomeStatementTable.headers.value3	incomeStatementTable.headers.value4	incomeStatementTable.headers.value5	...	cashFlowTable.headers.value3	cashFlowTable.headers.value4	cashFlowTable.headers.value5	cashFlowTable.rows	financialRatiosTable.headers.value1	financialRatiosTable.headers.value2	financialRatiosTable.headers.value3	financialRatiosTable.headers.value4	financialRatiosTable.headers.value5	financialRatiosTable.rows
0	AAPL	Income Statement	Balance Sheet	Cash Flow	Financial Ratios	Period Ending:	9/25/2021	9/26/2020	9/28/2019	9/29/2018	...	9/26/2020	9/28/2019	9/29/2018	[{'value1': 'Net Income', 'value2': '$94,680,0...	Period Ending:	9/25/2021	9/26/2020	9/28/2019	9/29/2018	[{'value1': 'Liquidity Ratios', 'value2': '', ...

1 rows × 29 columns

Get Other Data

Calling the nasdaq_data function and supplying type to any of the numbers below will get you

1. Analyst Target Price and Ratings
2. PEG Ratio
3. Momentum Estimate
4. Earnings Forecast
5. Earnings Surprise
6. EPS

#analysts ratings
my_ng.nasdaq_data('AAPL',1)

	symbol	historicalConsensus	consensusOverview.lowPriceTarget	consensusOverview.highPriceTarget	consensusOverview.priceTarget	consensusOverview.buy	consensusOverview.sell	consensusOverview.hold
0	aapl	[{'z': {'buy': 19, 'hold': 5, 'sell': 0, 'date...	136.0	220.0	183.45	23	1	4

#PEG Ratio
my_ng.nasdaq_data('AAPL',2)

	pegr.label	pegr.text	pegr.pegValue	per.peRatioChart	per.label	per.text	per.dataProvider	gr.peGrowthChart	gr.title
0	Forecast 12 Month Forward PEG Ratio	Investors are always looking for companies wit...	1.95	[{'x': '2021 Actual', 'y': 26.81}, {'x': '2022...	Price/Earnings Ratio	Price/Earnings Ratio is a widely used stock ev...	<b>Data Provider:</b> Zacks Investment Research	[{'z': 'Growth', 'x': '2022', 'y': 8.8}, {'z':...	Forecast P/E Growth Rates