Notes

A paper trade was made on 2024-04-04 at 13:50:00+00:00, which is the time the trade was entered, also known as the entry time. The reference close price was 27.09. The ceiling, or the maximum price allowed for the trade, was 27.00345049219491. The entry date was 2024-04-04. The entry direction index, a measure used to determine the trade direction, was 1070, and the entry position, which is the point at which the trade was entered, was 76017. The E, or entry price, was 26.75. The R, or risk ratio, which is a measure of the potential risk of the trade, was 1.0181600000000017. The stop loss, which is the price at which the trade will be automatically closed to limit losses, was 25.73184. The target price, which is the price at which the trade will be closed for a profit, was 31.164479999999998. The trade was not partial, meaning it was a complete trade. There was one leg, or part, of the trade, which had a position of 76252, a price of 25.5979, a weight of 1, and a time of 2024-04-09 14:15:00+00:00. The volatility, or the measure of the trade's risk, was 0.2979580508327409. The trend, which is the direction of the trade, was 0.10821823672315811. There were no missing values. The maximum R, or the maximum risk ratio, was 0.16696786359707846. The exit time, which is the time the trade was closed, was 2024-04-09 14:15:00+00:00. The exit date was 2024-04-09. The reason for the exit was a stop loss. The trade lasted for 4 days. There were no missing values due to automatic or manager decisions. The net percentage change fee was 1 basis point, and the slip, which is the difference between the expected and actual prices, was 5 basis points, per side. The trade was a paper trade, not an actual fill. The data was separated on September 13, and the raw data was processed automatically and by a manager, with splits normalized, and prior close barriers and a 15 basis point slip, with a net of 3 times the risk ratio, or 3R, entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 19 2024-01-08'. This is a raw script output showing a trade made on 2024-01-08 at 16:30:00. The trade had an entry price of 23.57 and a stop loss at 22.662679999999998. The target price was 28.251959999999997. The trade was made up of one leg, which was bought at 23.6 on 2024-03-05 at 19:40:00. The trade was closed on 2024-03-05 due to a time reason. The trade lasted 40 days. The data is based on a paper trade, not an actual fill, and includes a net percentage fee of 1 basis point and a 5 basis point slip per side. The data is from September 13, with 15 automatic and 5 manager raw inputs, and splits are normalized, with prior close barriers and a 15 basis point slip net 3R entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 18 2023-12-26'. The trade details are as follows: the reference close price was 23.97, and the ceiling was 23.893418541820306. The entry date was 2023-12-26, and the entry time was 16:30:00+00:00. The entry position was 70931, with a value of 1002. The trade had an E value of 23.175, an R value of 0.4505000000000017, a stop price of 22.7245, and a target price of 27.7065. The trade was not partial, meaning it was a complete trade. The trade had one leg, which was a position of 71058 with a price of 22.63 and a weight of 1, occurring on 2023-12-28 at 14:30:00+00:00. The trade had a volume of 0.34827611323456203, a trend of 0.14206473579183543, and no missing values. The maximum R value was 0.4328523862375129. The exit date was 2023-12-28, and the exit time was 14:30:00+00:00, with the reason for exit being a stop. The trade lasted 3 days. The net percentage change and fees were calculated at 1 basis point per side, with a 5 basis point slip, and the data was from September 13, with 15 automatic and 5 manager raw data points, and splits were normalized, with prior close barriers and 15 basis point slip net 3R entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A paper trade was made on October 11, 2023, at 13:50:00, with an entry price of 21.27. The reference close price was 21.4 and the ceiling was 21.331629403210453. The trade had an entry position of 67054 and an entry direction index of 950. The stop loss was set at 20.001299999999997 and the target price was 25.5961. The trade was not partial, meaning it was not closed in parts. There was one leg to the trade, which was made on November 21, 2023, at 14:45:00, with a position of 69186 and a price of 19.78. The trade had a volume of 0.3358787585490205, a trend of 0.044665575611329444, and a maximum R value of 1.410893040119804. The trade was exited on November 21, 2023, due to a stop loss, after 30 days. The reason for the exit was a stop loss. A net percentage change fee of 1 basis point and a slip fee of 5 basis points were applied per side. This was a paper trade, not an actual fill. The data was from September 13, with 15 automatic and 5 manager raw inputs, and splits were normalized, with prior close barriers and a 15 basis point slip, net of 3 times the entry gate R value. https://runway.adityaperswal.workers.dev/data/stock-bars

A paper trade was made on August 4, 2023, at 13:50:00, with an entry price of 21.13. The reference close price was 21.21 and the ceiling was 21.14223643187354. The trade had an entry position of 63566 and a stop loss at 19.90267. The target price was 25.13199. On September 5, 2023, at 14:00:00, the trade was exited at a price of 19.79, with a position of 65126. The trade lasted for 22 days and was exited due to a stop loss. The net percentage change and fees are based on a 1 basis point fee and a 5 basis point slip per side. This is a paper trade, not an actual fill. The data is from September 13, with 15 automatic and 5 manager raw data points, and splits are normalized, with prior close barriers and a 15 basis point slip, net of 3R entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 15 2023-06-05'. The trade details are as follows: the reference close price was 18.1, the ceiling was 18.042172532621926, and the entry date was 2023-06-05. The entry time was 13:50:00+00:00, with an entry position of 60519 and an entry price of 17.8. The risk, or R, was 1.1260799999999982, and the stop price was 16.673920000000003. The target price was 22.378239999999998. There was one leg, which had a position of 61716, a price of 16.62, and a weight of 1, and it occurred on 2023-06-28 at 13:45:00+00:00. The volume, or amount of trading activity, was 0.3939544421056413, and the trend, or direction of price movement, was 0.01608687752449378. The trade exited on 2023-06-28 at 13:45:00+00:00 due to a stop, which is a pre-set price level that automatically closes a trade. The trade lasted 17 days. The net percentage change and fees were calculated using a 1 basis point fee and a 5 basis point slip per side, which means a small percentage of the trade value was deducted as a fee, and a slightly larger percentage was lost due to the difference between the expected and actual fill prices. The data was from September 13, and the trade was a paper trade, meaning it was not an actual trade, but rather a simulated one for testing purposes. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 14 2023-03-06'. The trade details are as follows: the reference close price was 24.51, the ceiling was 24.43169330246207, and the entry date was 2023-03-06. The entry time was 16:30:00+00:00, with an entry direction index of 798 and an entry position of 55721. The trade had an E value of 23.86 and an R value of 1.1956099999999985, which is a risk measure. The stop price was 22.66439 and the target price was 30.04683. The trade was not partial, meaning it was a complete trade. The trade had one leg, which is a part of the trade, with a position of 56083, a price of 22.42, a weight of 1, and a time of 2023-03-13 13:30:00+00:00. The volatility, which is a measure of price movement, was 0.4811487515712519, and the trend, which is the direction of price movement, was 0.31763855615187997. The trade exited on 2023-03-13 at 13:30:00+00:00 due to a stop, which is a price level that triggers a trade exit. The trade lasted for 6 days. The net percentage change and fees were 1 basis point, which is 0.01%, and 5 basis points, which is 0.05%, per side. The data is from March 13, and the trade is a paper trade, not an actual fill, meaning it is a simulated trade. The prior close barriers and 15 basis points slip net 3R entry gate are also noted. https://runway.adityaperswal.workers.dev/data/stock-bars

A paper trade was made on February 8, 2023, at 16:30:00. The reference close price was 19.07. The ceiling price was 19.009073491552495. The entry position was 54412 with a price of 18.92. The stop price was 18.92 and the target price was 23.82716. The trade had two legs: one on February 23, 2023, at 19:40:00 with a price of 21.8385 and a weight of 0.25, and another on February 27, 2023, at 18:00:00 with a price of 23.87 and a weight of 0.75. The trade was exited on February 27, 2023, due to reaching the target price. The trade lasted 13 days. A news scan found the data, which is a raw output. The data includes a net percentage change with a fee of 1 basis point and a slip of 5 basis points per side. This is a paper trade, not an actual fill. The data is from September 13, with 15 automatic and 5 manager raw data points, and the splits are normalized. The prior close barriers and 15 basis points slip net 3R entry gate were considered. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 12 2022-10-19'. The trade details are as follows: the reference close price was 18.74, the ceiling was 18.680127804493637, and the entry date was 2022-10-19. The entry time was 13:50:00+00:00, the entry direction index was 705, and the entry position was 48611. The entry price was 18.68, the risk ratio was 1.8078000000000003, the stop loss price was 16.8722, and the target price was 24.343399999999995. The trade was not partial, meaning it was not closed in parts. The trade had one leg, which was opened at a price of 16.7932, with a position of 50555, a weight of 1, and a time of 2022-11-23 16:30:00+00:00. The volatility was 0.6084604222057659, the trend was 0.15834911959255926, and there was one missing trade, with a maximum risk ratio of 0.824206217501937. The exit time was 2022-11-23 16:30:00+00:00, the exit date was 2022-11-23, and the reason for exit was a stop loss. The trade lasted 26 days. The net percentage change fee was 1 basis point per side, with a 5 basis point slip. The trade was a paper trade, not an actual fill. The data separation was September 13, with 15 automatic and 5 manager raw trades, splits normalized, prior close barriers, and a 15 basis point slip net of 3 times the risk ratio entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 11 2022-09-13'. This is a raw script output showing a trade's details. The trade had an entry price of 18.31 on 2022-09-13 at 13:50:00. The ceiling price was 18.25150160620483. The trade's parameters included an entry date of 2022-09-13, a stop loss at 16.46072, and a target price of 23.85784. The trade had one leg with a position of 47260, a price of 16.46, and a weight of 1, which occurred on 2022-09-23 at 16:45:00. The trade exited on 2022-09-23 due to a stop loss. The trade lasted 9 days and had a volume of 0.6804534275994845. The trend was 0.4098235109826991 and the maximum R, a risk measure, was 0.4484614323168212. The net percentage change and fees were 1 basis point for the fee and 5 basis points for the slip per side. This was a paper trade, not an actual trade, with normalized splits and prior close barriers of 15 basis points and a slip of 3 basis points net of the entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A paper trade was made on August 10, 2022, with an entry price of 13.74. The ceiling price was 13.69610224299587. The trade had an entry date of 2022-08-10 and an entry time of 13:50:00+00:00. The entry position was 44855 with a stop price of 13.36. The target price was 18.02478. The trade had two legs: one on August 18, 2022, at 13:50:00+00:00 with a price of 15.5965 and a weight of 0.25, and another on September 9, 2022, at 19:00:00+00:00 with a price of 18.07 and a weight of 0.75. The trade had a volume of 0.657050483484092 and a trend of 0.31378270946668096. The exit date was September 9, 2022, and the reason for exit was reaching the target price. The trade lasted 22 days. A news scan found the note that the trade was a paper trade, not an actual fill, with a net percentage change and a fee of 1 basis point per side, and a 5 basis point slip per side. The data was from September 13, with 15 automatic and 5 manager raw data points, and splits were normalized, with prior close barriers and a 15 basis point slip, and a net of 3 times the entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A paper trade was made on 2022-07-20. The reference close price was 10.45. The ceiling price was 10.416613423530338. The trade was entered at 13:50:00 on 2022-07-20. The entry price was not given, but the entry date index was 641 and the entry position was 43797. The stop price was 10.32 and the target price was 13.795089999999998. The trade had two legs: one at 19:40:00 on 2022-07-27 with a price of 12.45 and a weight of 0.25, and one at 17:45:00 on 2022-08-09 with a price of 13.81 and a weight of 0.75. The volatility was 0.6921737554550099 and the trend was 0.025296057008530548. The trade was exited at 17:45:00 on 2022-08-09 due to reaching the target price. The trade lasted 15 days. A net percentage change fee of 1 basis point and a 5 basis point slip per side were applied. This was a paper trade, not an actual fill. The data was from September 13, with 15 automatic and 5 manager raw data points, and splits were normalized. Prior close barriers and a 15 basis point slip with a net 3R entry gate were used. https://runway.adityaperswal.workers.dev/data/stock-bars

A paper trade was made on 2022-04-07. The reference close price was 9.9. The ceiling, or the highest price allowed, was 9.868370611765583. The trade was entered at 13:50:00+00:00 on 2022-04-07, with an entry date of 2022-04-07, and an entry position of 38742. The entry decision index, a measure of the trade's potential, was 571. The trade had an entry price of 9.81, with a risk ratio, or R, of 1.0484500000000008, and a stop price of 9.81. The target price was 13.31535. The trade was partial, meaning it was not a complete trade. There were two legs to the trade: one at a price of 12.1 on 2022-04-14 at 19:40:00+00:00, with a weight of 0.25, and another at a price of 13.39 on 2022-05-06 at 15:15:00+00:00, with a weight of 0.75. The volatility, or vol, was 0.7044809046274151, and the trend was 0.1930672005240619. There were 2 missing values. The maximum risk ratio, or maxR, was 3.414564356907814. The trade was exited on 2022-05-06 at 15:15:00+00:00, with an exit date of 2022-05-06, due to the target being reached. The trade lasted 21 days. A news scan found the note that the trade had a net percentage change, with a fee of 1 basis point and a slip of 5 basis points per side. The trade was a paper trade, not an actual fill. The data was from September 13, with 15 automatic and 5 manager raw inputs, and splits were normalized, with prior close barriers and a 15 basis point slip, and a net 3R entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 7 2022-03-04'. The trade details are as follows: the reference close price was 9.79, the ceiling was 9.758722049412631, and the entry date was 2022-03-04 at 16:30:00+00:00. The entry position was 37144 with a price of 9.44. The stop loss was set at 9.44 and the target price was 11.53. The trade had two legs: one on 2022-03-07 at 16:30:00+00:00 with a position of 37222 and a price of 10.54, and another on 2022-03-09 at 14:45:00+00:00 with a position of 37280 and a price of 9.24. The trade was exited on 2022-03-09 at 14:45:00+00:00 due to a stop loss, with a reason of stop_BE. The trade lasted for 4 days. The data was collected on September 13, with 15 automatic and 5 manager raw inputs, and the splits were normalized. The prior close barriers and 15bps lip net 3R entry gate were also considered. The net percentage change and fee of 1 basis point per side, with a 5 basis point slip, are noted. This is a paper trade, not an actual fill. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 6 2022-01-05'. This is a raw script output showing details of a trade. The trade had an entry price of 8.05 on 2022-01-05 at 16:30:00. The stop loss was set at 7.38662 and the target price was 10.16014. The trade was closed on 2022-01-21 at 14:30:00 due to a stop loss, with a price of 7.25. The trade had a volume of 0.49479405321451086 and a trend of 0.015184686381015222. The maximum risk was 0.6557327625192169. The trade lasted for 12 days. There was a net percentage fee of 1 basis point and a 5 basis point slip per side. This was a paper trade, not an actual fill. The data was from September 13, with 15 automatic and 5 manager raw inputs, and splits were normalized. Prior close barriers and 15 basis point slip net 3R entry gate were used. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 5 2021-09-29'. The trade details are as follows: the reference close price was 10.06, the ceiling was 10.027859429733514, and the entry date was 2021-09-29. The trade was entered at 13:50:00+00:00 on 2021-09-29 with an entry price of 9.79, which is the price at which the trade was initiated, and a stop price of 9.79, which is the price at which the trade would be automatically stopped if it falls to that level. The target price was 12.22828. The trade had two legs: one with a position of 29967, a price of 10.79, and a weight of 0.25, which was executed at 19:40:00+00:00 on 2021-09-30, and another with a position of 30269, a price of 9.707, and a weight of 0.75, which was executed at 14:00:00+00:00 on 2021-10-07. The trade also had a volatility of 0.5161016720891934, a trend of 0.2947041516835569, and a maximum R of 5.102040816326556. The trade was exited at 14:00:00+00:00 on 2021-10-07 due to a stop loss, which is a trading strategy that automatically sells a security when it falls to a certain price, and the reason for the exit was stop_BE. The trade lasted for 7 days. The net percentage change and fees were calculated with a 1 basis point fee and a 5 basis point slip per side, which refers to the difference between the expected price of a trade and the actual price at which the trade is executed. The data was collected on September 13, and the trade was a paper trade, not an actual fill, meaning it was a simulated trade used for testing and evaluation purposes. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the following trade data: the reference close price was 10.3. The ceiling, which is the maximum price allowed, was 10.267092656685406. The trade entered on 2021-02-17 at 16:30:00+00:00, with an entry date of 2021-02-17. The entry direction index, a measure of market direction, was 283, and the entry position was 20042. The E value, which represents a financial metric, was 9.58, and the R value, a risk measure, was 0.021079999999999544. The stop price, the price at which the trade would be stopped, was 9.55892, and the target price was 12.523240000000001. The trade was not partial, meaning it was a complete trade. The trade had one leg, which is a part of the trade, with a position of 20045, a price of 9.42, a weight of 1, and a time of 2021-02-17 16:45:00+00:00. The volume, a measure of trade activity, was 0.40858721405762244, and the trend, a measure of market direction, was 0.16190697202198767. There were no missing values. The maximum R value, a measure of risk, was 0. The trade exited on 2021-02-17 at 16:45:00+00:00, with an exit date of 2021-02-17, due to a stop. The trade lasted 1 day. There were no missing values due to automatic or manager decisions. The net percentage change and fees were calculated with a 1 basis point fee and a 5 basis point slip per side. This was a paper trade, not an actual fill, based on data from September 13, with 15 automatic and 5 manager raw data points, normalized splits, prior close barriers, and a 15 basis point slip and 3R entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 3 2020-12-07'. The trade details are as follows: the reference close price was 9.57, the ceiling was 9.539424924706731, and the entry date was 2020-12-07 at 16:30:00+00:00. The entry position was 17026 with a value of 9.41, and the risk, or R, was 0.7560000000000002. The stop loss was set at 8.654 and the target was 12.317999999999998. The trade had one leg, which was a position of 17636 at a price of 8.55, with a weight of 1, and occurred on 2020-12-21 at 14:30:00+00:00. The volatility, or vol, was 0.6993174493057003, and the trend was 0.17980270256383912. The trade had 14 missing values, and the maximum risk, or maxR, was 0.8730158730158729. The exit date was 2020-12-21 at 14:30:00+00:00, and the reason for exit was a stop loss. The trade lasted 11 days, with 8 missing values due to automated processes and 6 due to manager decisions. The net percentage change, or netpct, had a fee of 1 basis point, or 1bp, and a slip of 5 basis points, or 5bp, per side. This was a paper trade, not an actual fill, based on data from September 13, with 15 automatic and 5 manager raw inputs, and splits were normalized, with prior close barriers and a 15 basis point slip, and a net of 3 times the risk, or 3R, entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A news scan found the headline 'TEN R91308 gate paper trade 2 2020-06-09'. The trade details are as follows: the reference close price was 15.3, the ceiling was 15.251118218183176, and the entry date was 2020-06-09 at 13:50:00+00:00. The entry position was 8419 with a value of 109, and the entry price was not explicitly stated but related values were E at 14.5 and R at 1.2569999999999997, where R refers to a risk measure. The stop loss price was 13.243 and the target price was 21.471. The trade had one leg, which was a position of 8589 at a price of 13.237000000000002 on 2020-06-11 at 15:00:00+00:00. The volatility, or vol, was 0.7390171714793937, and the trend was 0.049694392771724605. The maximum risk, or maxR, was 0.7955449482895786. The exit date was 2020-06-11 at 15:00:00+00:00 due to a stop loss, and the trade lasted 3 days. The data was from September 13, with 15 automatic and 5 manager raw inputs, and the splits were normalized with prior close barriers and a 15 basis points slip, net of 3 times the risk, or 3R, entry gate. The net percentage change and fees were 1 basis point, with a 5 basis point slip per side, and it was a paper trade, not an actual fill. https://runway.adityaperswal.workers.dev/data/stock-bars

A paper trade was made on 2020-03-27. The reference close price was 14.65. The ceiling, which is the maximum price, was 14.603194895188464. The trade was entered at 13:50:00 on 2020-03-27, with an entry position of 4544 and a direction indicator of 59. The stop loss price was 13.7435 and the target price was 24.5041. The trade had two legs: one with a position of 6093 at a price of 18.700000000000003 on 2020-04-27, and another with a position of 6664 at a price of 13.728499999999999 on 2020-05-06. The trade was exited on 2020-05-06 at 16:00:00 due to a stop loss, which is a price level that triggers a sale. The trade lasted 28 days. A news scan found the data, which includes a net percentage change and a fee of 1 basis point, with a 5 basis point slip per side. This trade was a paper trade, not an actual fill. The data was separated on September 13, with 15 automatic and 5 manager raw inputs, and splits were normalized, with prior close barriers and a 15 basis point slip net 3R entry gate. https://runway.adityaperswal.workers.dev/data/stock-bars

A review of the data for ETH/USD found a discrepancy between the 3193 figures in the 8-cell table, which showed an hourly training return of 41.3315338%, and the 3200 prose, which stated a return of 41.1949%. The table will be used for consistency. The holdout was -4.7616853% and the stress was -7.1781928%, both of which remain unchanged. The immediate training return was 41.8122547%. This correction is part of a record-consistency audit and not a new experiment, so no raw rerun will be done this cycle. query_research crypto analyses3193/3200

A hypothetical analysis was done on Sunday. It used a formula, apply(.9975^2)*(1+r)-1, to calculate the returns at the end of a period, without considering extra costs from buying or selling, or stop-loss orders. The analysis looked at three cryptocurrencies: Bitcoin, Ethereum, and Solana. On average, their returns were -0.620530%, -0.702867%, and -0.803065% respectively. The percentage of winning trades were 30.5556%, 33.3333%, and 30.5556% respectively. The average win was 1.106089%, 1.839857%, and 2.129943% respectively. The average loss was 1.380243%, 1.974230%, and 2.093589% respectively. A binary mean half Kelly formula was used to calculate the maximum bet size, which resulted in 0. This analysis is a descriptive cost sensitivity test, not a live Sunday trading rule, and does not claim to represent a compounded portfolio or backtest. The fee assumption is based on the Alpaca crypto fees document from a prior date, specifically https://docs.alpaca.markets/us/docs/crypto-fees from prior 3178. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the data line: correlation between cryptocurrencies, including Bitcoin, Ethereum, and Solana, was analyzed. The correlation is as follows: Bitcoin and Ethereum have a correlation of 0.8929277573514269, Bitcoin and Solana have a correlation of 0.8795370919254144, and Ethereum and Solana have a correlation of 0.9117482767380333. The three quarter fund probes were 89.355, the mean profit and loss was -0.18808972217919673, and the worst close profit and loss was -4.183137107529215. The mean profit and loss bootstrap 95 percent confidence interval was between -0.786832965231982 and 0.40165075347186324, based on 10000 paths. This data is from an unconditional Sunday close profit and loss analysis without fees or exits, which is not a trading backtest or live risk bound. The analysis used a seed of 91308, resample of 36, and matched Sunday return vectors with 10000 sample means, and an allocation of 3 times 29.785 USD. This is an uncertainty interval for mean gross endpoint profit and loss, not a one-path loss percentile, stop model, or independent trading edge. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the following data: this is a study of the cryptocurrency SOL, which is a type of digital money, and its price changes in US dollars. The study looked at 17,937 rows of data, from August 26, 2024, at 4:00 PM to September 13, 2026, at 7:00 AM. The data was divided into two time periods: a training period with 70 data points, and a known period in 2026 with 36 data points. For the training period, the average price change was -0.0306%, the median price change was 0.1194%, and 51.43% of the time the price increased. The worst 5% of price changes were -6.6954% and the best 5% were 4.5574%. For the known period in 2026, the average price change was -0.3052%, the median price change was -0.2557%, and 44.44% of the time the price increased. The worst 5% of price changes were -4.4856% and the best 5% were 3.5792%. The data was retrieved on September 13 at 8:04 AM, and only includes complete 16-hour time periods, from 8:00 AM to 11:00 PM. The study starts from August 26, 2024, and excludes the current Sunday's incomplete data. The study looks at the opening price at 8:00 AM and the closing price at 11:00 PM, as well as the highest and lowest prices within each time period. This is a descriptive study, meaning it only looks at the data without making any trades or decisions. The data was downloaded using a local script called window_audit.py, which checks every page of data to ensure it can be downloaded within 180 seconds. https://runway.adityaperswal.workers.dev/data/crypto-bars

A news scan found the following data: this is a study of the Ethereum cryptocurrency, symbol ETH, with 23668 rows of data from January 1, 2024, to September 13, 2026. The data is divided into two time periods: a training period from 2024 to 2025, and a known period in 2026. The training period has 104 windows of data, with a mean percentage change of 0.010360484277484103 and a median percentage change of 0.12953043695316246. The winning percentage, which is the percentage of times the price went up, is 51.92307692307693. The fifth percentile, which is a measure of the worst 5% of changes, is -4.32449535984745, and the 95th percentile, which is a measure of the best 5% of changes, is 3.7218692358041454. The lowest fifth percentile, which is a measure of the worst 5% of lows, is -6.904869778976447, and the highest 95th percentile, which is a measure of the best 5% of highs, is 5.204299077753845. The worst low percentage change is -14.40953358494096. The known 2026 period has 36 windows of data, with a mean percentage change of -0.20451368558019847 and a median percentage change of -0.29303090847987434. The winning percentage is 47.22222222222222. The fifth percentile is -4.548851509875703, and the 95th percentile is 3.667314635111346. The lowest fifth percentile is -5.763657692192325, and the highest 95th percentile is 4.4851253002569145. The worst low percentage change is -7.827943901755163. This data was retrieved on September 13 at 08:04, and only includes complete 16-hour windows from 2024 to 2025, and 2026. The current Sunday's data is incomplete and excluded. The study looks at returns from the opening price at 08:00 UTC to the closing price at 23:00, and includes the highest and lowest prices within each window. This is a descriptive study and does not involve actual trading or filling orders. A related cryptocurrency, SOL, starts on August 26, 2024. The data is checked every page using a local script called window_audit.py, which has a deadline of 180 seconds per symbol download. https://runway.adityaperswal.workers.dev/data/crypto-bars