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Fix the cramer function (#1435)

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This commit is contained in:
jmaslek
2022-03-03 21:19:43 -05:00
committed by GitHub
parent 2b839f609f
commit cb0de1ecf2
9 changed files with 6072 additions and 7140 deletions
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18
gamestonk_terminal/stocks/discovery/cramer_model.py
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@@ -9,8 +9,6 @@ import numpy as np
import yfinance as yf
from bs4 import BeautifulSoup
from gamestonk_terminal.helper_funcs import get_user_agent
def get_cramer_daily(inverse: bool = True) -> pd.DataFrame:
"""Scrape the daily recommendations of Jim Cramer
@@ -25,8 +23,18 @@ def get_cramer_daily(inverse: bool = True) -> pd.DataFrame:
pd.DataFrame
Datafreme of daily Cramer recommendations
"""
cramer_link = "https://madmoney.thestreet.com/screener/index.cfm"
r = requests.get(cramer_link, headers={"User-Agent": get_user_agent()})
link = (
"https://madmoney.thestreet.com/screener/index.cfm?showview=stocks&showrows=500"
)
r = requests.post(
link,
headers={
"Content-Type": "application/x-www-form-urlencoded",
"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) "
"AppleWebKit/605.1.15 (KHTML, like Gecko) Version/15.3 Safari/605.1.15",
},
)
if r.status_code != 200:
return pd.DataFrame()
soup = BeautifulSoup(r.text, "html.parser")
@@ -45,7 +53,7 @@ def get_cramer_daily(inverse: bool = True) -> pd.DataFrame:
for tr in trs[1:]:
rec.append(recs[tr.find_all("td")[3].find("img")["src"][-5]])
df = pd.read_html("https://madmoney.thestreet.com/screener/index.cfm")[0]
df = pd.read_html(r.text)[0]
df["Symbol"] = df.Company.apply(lambda x: re.findall(r"[\w]+", x)[-1])
last_price = []
for ticker in df.Symbol:

3153
tests/gamestonk_terminal/stocks/discovery/cassettes/test_cramer_model/test_get_orders[False].yaml vendored
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tests/gamestonk_terminal/stocks/discovery/cassettes/test_cramer_model/test_get_orders[True].yaml vendored
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tests/gamestonk_terminal/stocks/discovery/cassettes/test_cramer_view/test_get_orders[False].yaml vendored
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tests/gamestonk_terminal/stocks/discovery/cassettes/test_cramer_view/test_get_orders[True].yaml vendored
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28
tests/gamestonk_terminal/stocks/discovery/csv/test_cramer_model/test_get_orders[False].csv vendored
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@@ -1,10 +1,20 @@
,Date,Company,Symbol,Price,LastPrice,Change (%),Recommendation
0,03/01,Academy Sports and Outdoo ,ASO,30.65,30.65,0.0,Buy
1,03/01,Salesforce ,CRM,208.89,208.89,0.0,Buy
2,03/01,Coterra Energy ,CTRA,24.36,24.36,0.0,Buy
3,03/01,Domino's Pizza ,DPZ,432.21,432.21,0.0,Buy
4,03/01,Nio ,NIO,21.87,21.87,0.0,Sell
5,03/01,Origin Materials ,ORGN,5.51,5.51,0.0,Sell
6,03/01,Rent-A-Center ,RCII,27.08,27.08,0.0,Sell
7,03/01,B. Riley Financial ,RILY,59.07,59.07,0.0,Sell
8,03/01,Stem ,STEM,9.33,9.33,0.0,Sell
0,03/02,AEO ,AEO,21.33,19.34,-10.290000000000001,Buy
1,03/02,Cemig ,CIG,2.61,2.67,2.25,Buy
2,03/02,DigitalBridge ,DBRG,7.4,7.37,-0.41000000000000003,Sell
3,03/02,Dow ,DOW,59.2,59.67,0.79,Buy
4,03/02,Ford Motor ,F,18.1,17.6,-2.8400000000000003,Buy
5,03/02,Foot Locker ,FL,30.98,31.0,0.06,Sell
6,03/02,Innovative Industrial Pro ,IIPR,190.26,187.48,-1.48,Buy
7,03/02,International Paper ,IP,42.01,42.23,0.52,Buy
8,03/02,Nordstrom ,JWN,26.93,25.68,-4.87,Buy
9,03/02,Kontoor Brands ,KTB,48.03,45.55,-5.4399999999999995,Buy
10,03/02,Masimo ,MASI,153.63,152.46,-0.77,Buy
11,03/02,Morgan Stanley ,MS,88.38,87.78,-0.6799999999999999,Buy
12,03/02,Norwegian Cruise Line ,NCLH,19.06,18.56,-2.69,Buy
13,03/02,Newell Brands ,NWL,23.68,23.82,0.59,Buy
14,03/02,Okta ,OKTA,182.7,167.98,-8.76,Buy
15,03/02,Pfizer ,PFE,47.7,47.83,0.27,Buy
16,03/02,Snowflake ,SNOW,264.69,224.02,-18.15,Buy
17,03/02,Simon Property Group ,SPG,138.77,139.41,0.45999999999999996,Buy
18,03/02,Tesla ,TSLA,879.89,839.29,-4.84,Sell
1 Date Company Symbol Price LastPrice Change (%) Recommendation
2 0 03/01 03/02 Academy Sports and Outdoo AEO ASO AEO 30.65 21.33 30.65 19.34 0.0 -10.290000000000001 Buy
3 1 03/01 03/02 Salesforce Cemig CRM CIG 208.89 2.61 208.89 2.67 0.0 2.25 Buy
4 2 03/01 03/02 Coterra Energy DigitalBridge CTRA DBRG 24.36 7.4 24.36 7.37 0.0 -0.41000000000000003 Buy Sell
5 3 03/01 03/02 Domino's Pizza Dow DPZ DOW 432.21 59.2 432.21 59.67 0.0 0.79 Buy
6 4 03/01 03/02 Nio Ford Motor NIO F 21.87 18.1 21.87 17.6 0.0 -2.8400000000000003 Sell Buy
7 5 03/01 03/02 Origin Materials Foot Locker ORGN FL 5.51 30.98 5.51 31.0 0.0 0.06 Sell
8 6 03/01 03/02 Rent-A-Center Innovative Industrial Pro RCII IIPR 27.08 190.26 27.08 187.48 0.0 -1.48 Sell Buy
9 7 03/01 03/02 B. Riley Financial International Paper RILY IP 59.07 42.01 59.07 42.23 0.0 0.52 Sell Buy
10 8 03/01 03/02 Stem Nordstrom STEM JWN 9.33 26.93 9.33 25.68 0.0 -4.87 Sell Buy
11 9 03/02 Kontoor Brands KTB 48.03 45.55 -5.4399999999999995 Buy
12 10 03/02 Masimo MASI 153.63 152.46 -0.77 Buy
13 11 03/02 Morgan Stanley MS 88.38 87.78 -0.6799999999999999 Buy
14 12 03/02 Norwegian Cruise Line NCLH 19.06 18.56 -2.69 Buy
15 13 03/02 Newell Brands NWL 23.68 23.82 0.59 Buy
16 14 03/02 Okta OKTA 182.7 167.98 -8.76 Buy
17 15 03/02 Pfizer PFE 47.7 47.83 0.27 Buy
18 16 03/02 Snowflake SNOW 264.69 224.02 -18.15 Buy
19 17 03/02 Simon Property Group SPG 138.77 139.41 0.45999999999999996 Buy
20 18 03/02 Tesla TSLA 879.89 839.29 -4.84 Sell

28
tests/gamestonk_terminal/stocks/discovery/csv/test_cramer_model/test_get_orders[True].csv vendored
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@@ -1,10 +1,20 @@
,Date,Company,Symbol,Price,LastPrice,Change (%),Recommendation,InverseCramer
0,03/01,Academy Sports and Outdoo ,ASO,30.65,30.65,0.0,Buy,Sell
1,03/01,Salesforce ,CRM,208.89,208.89,0.0,Buy,Sell
2,03/01,Coterra Energy ,CTRA,24.36,24.36,0.0,Buy,Sell
3,03/01,Domino's Pizza ,DPZ,432.21,432.21,0.0,Buy,Sell
4,03/01,Nio ,NIO,21.87,21.87,0.0,Sell,Buy
5,03/01,Origin Materials ,ORGN,5.51,5.51,0.0,Sell,Buy
6,03/01,Rent-A-Center ,RCII,27.08,27.08,0.0,Sell,Buy
7,03/01,B. Riley Financial ,RILY,59.07,59.07,0.0,Sell,Buy
8,03/01,Stem ,STEM,9.33,9.33,0.0,Sell,Buy
0,03/02,AEO ,AEO,21.33,19.34,-10.290000000000001,Buy,Sell
1,03/02,Cemig ,CIG,2.61,2.67,2.25,Buy,Sell
2,03/02,DigitalBridge ,DBRG,7.4,7.37,-0.41000000000000003,Sell,Buy
3,03/02,Dow ,DOW,59.2,59.67,0.79,Buy,Sell
4,03/02,Ford Motor ,F,18.1,17.6,-2.8400000000000003,Buy,Sell
5,03/02,Foot Locker ,FL,30.98,31.0,0.06,Sell,Buy
6,03/02,Innovative Industrial Pro ,IIPR,190.26,187.48,-1.48,Buy,Sell
7,03/02,International Paper ,IP,42.01,42.23,0.52,Buy,Sell
8,03/02,Nordstrom ,JWN,26.93,25.68,-4.87,Buy,Sell
9,03/02,Kontoor Brands ,KTB,48.03,45.55,-5.4399999999999995,Buy,Sell
10,03/02,Masimo ,MASI,153.63,152.46,-0.77,Buy,Sell
11,03/02,Morgan Stanley ,MS,88.38,87.78,-0.6799999999999999,Buy,Sell
12,03/02,Norwegian Cruise Line ,NCLH,19.06,18.56,-2.69,Buy,Sell
13,03/02,Newell Brands ,NWL,23.68,23.82,0.59,Buy,Sell
14,03/02,Okta ,OKTA,182.7,167.98,-8.76,Buy,Sell
15,03/02,Pfizer ,PFE,47.7,47.83,0.27,Buy,Sell
16,03/02,Snowflake ,SNOW,264.69,224.02,-18.15,Buy,Sell
17,03/02,Simon Property Group ,SPG,138.77,139.41,0.45999999999999996,Buy,Sell
18,03/02,Tesla ,TSLA,879.89,839.29,-4.84,Sell,Buy
1 Date Company Symbol Price LastPrice Change (%) Recommendation InverseCramer
2 0 03/01 03/02 Academy Sports and Outdoo AEO ASO AEO 30.65 21.33 30.65 19.34 0.0 -10.290000000000001 Buy Sell
3 1 03/01 03/02 Salesforce Cemig CRM CIG 208.89 2.61 208.89 2.67 0.0 2.25 Buy Sell
4 2 03/01 03/02 Coterra Energy DigitalBridge CTRA DBRG 24.36 7.4 24.36 7.37 0.0 -0.41000000000000003 Buy Sell Sell Buy
5 3 03/01 03/02 Domino's Pizza Dow DPZ DOW 432.21 59.2 432.21 59.67 0.0 0.79 Buy Sell
6 4 03/01 03/02 Nio Ford Motor NIO F 21.87 18.1 21.87 17.6 0.0 -2.8400000000000003 Sell Buy Buy Sell
7 5 03/01 03/02 Origin Materials Foot Locker ORGN FL 5.51 30.98 5.51 31.0 0.0 0.06 Sell Buy
8 6 03/01 03/02 Rent-A-Center Innovative Industrial Pro RCII IIPR 27.08 190.26 27.08 187.48 0.0 -1.48 Sell Buy Buy Sell
9 7 03/01 03/02 B. Riley Financial International Paper RILY IP 59.07 42.01 59.07 42.23 0.0 0.52 Sell Buy Buy Sell
10 8 03/01 03/02 Stem Nordstrom STEM JWN 9.33 26.93 9.33 25.68 0.0 -4.87 Sell Buy Buy Sell
11 9 03/02 Kontoor Brands KTB 48.03 45.55 -5.4399999999999995 Buy Sell
12 10 03/02 Masimo MASI 153.63 152.46 -0.77 Buy Sell
13 11 03/02 Morgan Stanley MS 88.38 87.78 -0.6799999999999999 Buy Sell
14 12 03/02 Norwegian Cruise Line NCLH 19.06 18.56 -2.69 Buy Sell
15 13 03/02 Newell Brands NWL 23.68 23.82 0.59 Buy Sell
16 14 03/02 Okta OKTA 182.7 167.98 -8.76 Buy Sell
17 15 03/02 Pfizer PFE 47.7 47.83 0.27 Buy Sell
18 16 03/02 Snowflake SNOW 264.69 224.02 -18.15 Buy Sell
19 17 03/02 Simon Property Group SPG 138.77 139.41 0.45999999999999996 Buy Sell
20 18 03/02 Tesla TSLA 879.89 839.29 -4.84 Sell Buy

30
tests/gamestonk_terminal/stocks/discovery/txt/test_cramer_view/test_get_orders[False].txt vendored
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@@ -1,12 +1,22 @@
Company Symbol Price LastPrice Change (%) Recommendation
0 Academy Sports and Outdoo ASO 30.65 30.65 0.0 Buy
1 Salesforce CRM 208.89 208.89 0.0 Buy
2 Coterra Energy CTRA 24.36 24.36 0.0 Buy
3 Domino's Pizza DPZ 432.21 432.21 0.0 Buy
4 Nio NIO 21.87 21.87 0.0 Sell
5 Origin Materials ORGN 5.51 5.51 0.0 Sell
6 Rent-A-Center RCII 27.08 27.08 0.0 Sell
7 B. Riley Financial RILY 59.07 59.07 0.0 Sell
8 Stem STEM 9.33 9.33 0.0 Sell
Company Symbol Price LastPrice Change (%) Recommendation
0 AEO AEO 21.33 19.34 -10.29 Buy
1 Cemig CIG 2.61 2.67 2.25 Buy
2 DigitalBridge DBRG 7.40 7.37 -0.41 Sell
3 Dow DOW 59.20 59.67 0.79 Buy
4 Ford Motor F 18.10 17.60 -2.84 Buy
5 Foot Locker FL 30.98 31.00 0.06 Sell
6 Innovative Industrial Pro IIPR 190.26 187.48 -1.48 Buy
7 International Paper IP 42.01 42.23 0.52 Buy
8 Nordstrom JWN 26.93 25.68 -4.87 Buy
9 Kontoor Brands KTB 48.03 45.55 -5.44 Buy
10 Masimo MASI 153.63 152.46 -0.77 Buy
11 Morgan Stanley MS 88.38 87.78 -0.68 Buy
12 Norwegian Cruise Line NCLH 19.06 18.56 -2.69 Buy
13 Newell Brands NWL 23.68 23.82 0.59 Buy
14 Okta OKTA 182.70 167.98 -8.76 Buy
15 Pfizer PFE 47.70 47.83 0.27 Buy
16 Snowflake SNOW 264.69 224.02 -18.15 Buy
17 Simon Property Group SPG 138.77 139.41 0.46 Buy
18 Tesla TSLA 879.89 839.29 -4.84 Sell

30
tests/gamestonk_terminal/stocks/discovery/txt/test_cramer_view/test_get_orders[True].txt vendored
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@@ -1,12 +1,22 @@
Company Symbol Price LastPrice Change (%) Recommendation InverseCramer
0 Academy Sports and Outdoo ASO 30.65 30.65 0.0 Buy Sell
1 Salesforce CRM 208.89 208.89 0.0 Buy Sell
2 Coterra Energy CTRA 24.36 24.36 0.0 Buy Sell
3 Domino's Pizza DPZ 432.21 432.21 0.0 Buy Sell
4 Nio NIO 21.87 21.87 0.0 Sell Buy
5 Origin Materials ORGN 5.51 5.51 0.0 Sell Buy
6 Rent-A-Center RCII 27.08 27.08 0.0 Sell Buy
7 B. Riley Financial RILY 59.07 59.07 0.0 Sell Buy
8 Stem STEM 9.33 9.33 0.0 Sell Buy
Company Symbol Price LastPrice Change (%) Recommendation InverseCramer
0 AEO AEO 21.33 19.34 -10.29 Buy Sell
1 Cemig CIG 2.61 2.67 2.25 Buy Sell
2 DigitalBridge DBRG 7.40 7.37 -0.41 Sell Buy
3 Dow DOW 59.20 59.67 0.79 Buy Sell
4 Ford Motor F 18.10 17.60 -2.84 Buy Sell
5 Foot Locker FL 30.98 31.00 0.06 Sell Buy
6 Innovative Industrial Pro IIPR 190.26 187.48 -1.48 Buy Sell
7 International Paper IP 42.01 42.23 0.52 Buy Sell
8 Nordstrom JWN 26.93 25.68 -4.87 Buy Sell
9 Kontoor Brands KTB 48.03 45.55 -5.44 Buy Sell
10 Masimo MASI 153.63 152.46 -0.77 Buy Sell
11 Morgan Stanley MS 88.38 87.78 -0.68 Buy Sell
12 Norwegian Cruise Line NCLH 19.06 18.56 -2.69 Buy Sell
13 Newell Brands NWL 23.68 23.82 0.59 Buy Sell
14 Okta OKTA 182.70 167.98 -8.76 Buy Sell
15 Pfizer PFE 47.70 47.83 0.27 Buy Sell
16 Snowflake SNOW 264.69 224.02 -18.15 Buy Sell
17 Simon Property Group SPG 138.77 139.41 0.46 Buy Sell
18 Tesla TSLA 879.89 839.29 -4.84 Sell Buy