| name | description |
|---|---|
| stocks | This subreddit is a general forum for stock market discussions, news, and analysis. |
| StockMarket | This subreddit is dedicated to discussions about the stock market, investing, and trading. |
| Stock_Picks | |
| StocksAndTrading | |
| Shortsqueeze | The subreddit dedicated to discussing short squeezes in the stock market. |
| Investing | This subreddit is focused on investment-related discussions and analysis. |
| Daytrading | This subreddit is for discussions about day trading and short-term trading strategies. |
| WallStreetBets | This subreddit gained popularity in recent years due to its focus on high-risk, high-reward trades and investments. |
| pennyStocks | This subreddit is dedicated to discussions about penny stocks, which are stocks that trade for less than $5 per share. |
| Robinhood | This subreddit is focused on discussions about the Robinhood trading platform and related topics. |
| RobinHoodPennyStocks | a subreddit focused on discussing penny stocks, which are stocks that trade at a relatively low price per share (usually less than $5) and are often issued by small or micro-cap companies. |
| Options | This subreddit is focused on options trading and strategies. |
| SecurityAnalysis | This subreddit is dedicated to discussions about security analysis and valuation. |
| ValueInvesting | |
| CanadianInvestor | |
| economy | |
| finance | |
| InvestmentClub | |
| MemeEconomy | |
| StocksAndBoobs |
| name | ticker symbol | subreddits |
|---|---|---|
| AMC Entertainment | AMC | "amc", "amcstock", "AMCSTOCKS" |
| BlackBerry Ltd. | BB | "BB_stock", "BlackBerryStock", "CanadianInvestor" |
| Bed Bath & Beyond | BBBY | "BBBY", "bbby_remastered" |
| GameStop | GME | "GME", "GMEJungle", "gme_meltdown", "gmeamcstonks", "gme_capitalists" |
| Tesla | TSLA | "Tesla", "teslainvestorsclub", "RealTesla", "teslamotors", "SpaceX", "elonmusk", "electricvehicles", "investing", "stocks", "wallstreetbets" |
reference: https://praw.readthedocs.io/en/stable/code_overview/models/submission.html#praw.models.Submission
| name | attribute | description |
|---|---|---|
| "author" | submission.author | author id |
| "author_flair_text" | submission.author_flair_text | The text content of the author’s flair, or None if not flaired. |
| "created_time" | datetime.utcfromtimestamp(submission.created_utc).strftime('%Y-%m-%dT%H:%M:%S.%fZ') | Time the submission was created, represented in Unix Time. |
| "id" | submission.id | ID of the submission. |
| "is_original" | submission.is_original_content | Whether or not the submission has been set as original content. |
| "is_self" | submission.is_self | Whether or not the submission is a selfpost (text-only). |
| "permalink" | submission.permalink | A permalink for the submission. |
| "title" | submission.title | The title of the submission. |
| "body" | submission.selftext | The submissions’ selftext - an empty string if a link post. body of the post if it's a self post |
| "score" | submission.score | The number of upvotes for the submission. |
| "upvote_ratio" | submission.upvote_ratio | The percentage of upvotes from all votes on the submission. |
| "num_comments" | submission.num_comments | The number of comments on the submission. |
| "url" | submission.url | The URL the submission links to, or the permalink if a selfpost. |
| 'subreddit' | subreddit.display_name | Provides an instance of Subreddit. |
reference: https://pypi.org/project/yfinance/
The historical market data of a given stock:
yfinance.Ticker("SYMBOL").history(period="max") # period="1mo"
| name | attribute | description |
|---|---|---|
| "trade_date" | history.Date | The date of a particular trading day. |
| "open" | history.Open | The opening price of the stock for the trading day. |
| "high" | history.High | The highest price the stock reached during the trading day. |
| "low" | history.Low | The lowest price the stock reached during the trading day. |
| "close" | history.Close | The closing price of the stock for the trading day. |
| "volume" | history.Volume | The total number of shares traded during the trading day. |
The corporate actions taken by the company of a given stock:
yfinance.Ticker("SYMBOL").actions
| name | attribute | description |
|---|---|---|
| "action_date" | actions.Date | The date on which the corporate action occurred. |
| "dividends" | actions.Dividends | The dividend payment(s) made by the company on the given date. |
| "stock_splits" | actions.Stock Splits | The stock split(s) that occurred on the given date, expressed as a ratio (e.g. "2:1") |
The snapshot of the current state of a given stock:
yfinance.Ticker("SYMBOL").fast_info
| name | attribute | description |
|---|---|---|
| "currency" | fast_info.currency | The currency in which the stock is priced. |
| "day_high" | fast_info.dayHigh | The highest price of the day for the stock. |
| "day_low" | fast_info.dayLow | The lowest price of the day for the stock. |
| "exchange" | fast_info.exchange | The exchange on which the stock is listed. |
| "fifty_day_average" | fast_info.fiftyDayAverage | The average price of the stock over the last fifty days. |
| "last_price" | fast_info.lastPrice | The last traded price of the stock. |
| "last_volume" | fast_info.lastVolume | The volume of the last trade for the stock. |
| "market_cap" | fast_info.marketCap | The market capitalization of the stock. |
| "day_open" | fast_info.open | The opening price of the stock for the day. |
| "pre_close" | fast_info.previousClose | The previous day's closing price of the stock. |
| "quote_type" | fast_info.quoteType | The type of stock. |
| "reg_pre_close" | fast_info.regularMarketPreviousClose | The previous regular trading hours closing price of the stock. |
| "num_shares" | fast_info.shares | The number of shares outstanding for the stock. |
| "ten_day_aver_vol" | fast_info.tenDayAverageVolume | The ten-day average volume for the stock. |
| "three_month_aver_vol" | fast_info.threeMonthAverageVolume | The three-month average volume for the stock. |
| "timezone" | fast_info.timezone | The timezone of the exchange where the stock is listed. |
| "two_hundred_day_aver" | fast_info.twoHundredDayAverage | The two-hundred-day average price of the stock. |
| "year_change" | fast_info.yearChange | The change in the price of the stock over the year. |
| "year_high" | fast_info.yearHigh | The highest price of the stock over the year. |
| "year_low" | fast_info.yearLow | The lowest price of the stock over the year. |
The history meta data of a given stock:
yfinance.Ticker("SYMBOL").history_metadata
| name | attribute | description |
|---|---|---|
| currency | history_metadata.currency | The currency in which the stock is priced. |
| symbol | history_metadata.symbol | The ticker symbol for the stock. |
| exchange_name | history_metadata.exchangeName | The name of the exchange on which the stock is traded. |
| instrument_type | history_metadata.instrumentType | The type of stock (e.g., common stock, preferred stock, ETF, etc.). |
| first_trade_date | history_metadata.firstTradeDate | The date and time of the first trade for the stock. |
| regular_market_time | history_metadata.regularMarketTime | The date and time of the most recent trade for the stock. |
| gmt_offset | history_metadata.gmtoffset | The GMT offset for the time zone in which the stock is traded. |
| timezone | history_metadata.timezone | The time zone in which the stock is traded. |
| exchange_tz_name | history_metadata.exchangeTimezoneName | The name of the time zone in which the stock is traded. |
| reg_market_price | history_metadata.regularMarketPrice | The price of the stock at the most recent trade. |
| chart_prev_close | history_metadata.chartPreviousClose | The previous close price for the stock. |
| price_hint | history_metadata.priceHint | A hint for the number of decimal places to display when showing prices. |
| curr_pre_market_start | history_metadata.currentTradingPeriod | The start trading time for the pre-market. |
| curr_pre_market_end | history_metadata.currentTradingPeriod | The end trading time for the pre-market. |
| curr_reg_market_start | history_metadata.currentTradingPeriod | The start trading time for the regular market. |
| curr_reg_market_end | history_metadata.currentTradingPeriod | The end trading time for the regular market. |
| curr_post_market_start | history_metadata.currentTradingPeriod | The start trading time for the post-market. |
| curr_post_market_end | history_metadata.currentTradingPeriod | The end trading time for the post-market. |
| data_granularity | history_metadata.dataGranularity | The granularity of the historical data for the stock. |
| range | history_metadata.range | The time range for the historical data for the stock. |
| valid_ranges | history_metadata.validRanges | A list of valid time ranges for the historical data for the stock. |
The historical share count data of a given stock:
yfinance.Ticker("SYMBOL").get_shares_full(start="2022-01-01", end=None)
| name | attribute | description |
|---|---|---|
| date | N/A | The date and time. |
| share_count | N/A | The number of outstanding shares of the stock at the given date and time. |
The major holders data of a given stock:
yfinance.Ticker("SYMBOL").major_holders
| name | attribute | description |
|---|---|---|
| insider_hold_pct | N/A | Percentage of shares held by all insiders. |
| inst_hold_pct | N/A | Percentage of shares held by institutional investors. |
| float_hold_pct | N/A | Percentage of shares held by institutions as a percentage of the float. |
| num_inst | N/A | The number of institutional holders holding shares. |
The institutional holders data of a given stock:
yfinance.Ticker("SYMBOL").institutional_holders
| name | attribute | description |
|---|---|---|
| holder | institutional_holders.Holder | Name of the institutional holder. |
| shares | institutional_holders.Shares | Number of shares held by the institutional holder. |
| date_reported | institutional_holders.Date Reported | Date of the latest reported holding by the institutional holder. |
| pct_out | institutional_holders.% Out | Percentage of the total outstanding shares held by the institutional holder. |
| value | institutional_holders.Value | Total value of the shares held by the institutional holder. |
The mutual fund holders data of a given stock:
yfinance.Ticker("SYMBOL").mutualfund_holders
| name | attribute | description |
|---|---|---|
| holder | mutualfund_holders.Holder | Name of the mutual fund holder. |
| shares | mutualfund_holders.Shares | Number of shares held by the mutual fund holder. |
| date_reported | mutualfund_holders.Date Reported | Date of the latest reported holding by the mutual fund holder. |
| pct_out | mutualfund_holders.% Out | Percentage of the total outstanding shares held by the mutual fund holder. |
| value | mutualfund_holders.Value | Total value of the shares held by the mutual fund holder. |
The earnings data of a given stock company:
yfinance.Ticker("SYMBOL").earnings_dates
| name | attribute | description |
|---|---|---|
| earnings_date | earnings_dates.Earnings Date | Date and time of the earnings report. |
| eps_estimate | earnings_dates.EPS Estimate | Estimated earnings per share. |
| reported_eps | earnings_dates.Reported EPS | Actual reported earnings per share. |
| surprise_pct | earnings_dates.Surprise(%) | Percentage difference between EPS estimate and reported EPS. |
Related News of this company:
yfinance.Ticker("SYMBOL").news
| attribute | example |
|---|---|
| uuid | c2aa419c-bdb6-310f-80cf-d6e1fe2c2acd |
| title | Dow Jones Futures: Will Powell Testimony Threaten Stock Market Rally? Apple, Tesla In Focus |
| publisher | Investor's Business Daily |
| link | https://finance.yahoo.com/m/c2aa419c-bdb6-310f-80cf-d6e1fe2c2acd/dow-jones-futures%3A-will.html |
| providerPublishTime | 1678193575 |
| type | STORY |
| thumbnail | pictures url and size |
| relatedTickers | ['TSLA', '^DJI', 'AYX', 'ANET', 'MSFT'] |