[
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{ |
"instruction": "The historical load data is: 4807.1,4693.5,4547.3,4457.9,4363.7,4260.9,4197.3,4225.8,4259.0,4373.2,4517.9,4690.6,4872.9,5117.7,5188.3,5105.1,5054.8,4979.2,4891.8,4847.2,4883.7,4903.0,5112.6,5223.4,5337.3,5464.7,5488.9,5498.4,5417.6,5432.8,5793.5,6110.1,5904.8,5665.8,5742.6,5764.2,5752.9,5685.1,5608.9,5501.9,5376.4,5242.0,5072.9,4877.6,4655.9,4510.8,4412.9,4613.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-17 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-18 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 286.87; the maximum temperature is 291.48; the humidity is 62.0; the pressure is 1012.0. Weather of the prediction date: the minimum temperature is 284.98; the maximum temperature is 293.0; the humidity is 67.0; the pressure is 1019.0. There is no suitable news for long-term effect on future load consumption.In 2020-12-17 11:13:00, the news that had the Short-Term Effect on Today's Load Consumption is that In 2020-12-17 11:13:00, the news was published that Another embarrassing breach of Australia\u2019s hotel quarantine system has been discovered, with an overseas traveller allowed to skip the process. The region that may be influenced is Various. The rationality is that News of a breach in hotel quarantine may cause immediate concern and could lead to increased activity and power usage in hotels and government buildings as measures are taken to address the breach and prevent further incidents. This could cause a short-term spike in load consumption, particularly in regions directly affected or with a high number of quarantine facilities.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4592.2,4371.3,4199.6,4037.3,3918.7,3842.7,3831.1,3849.1,3821.0,3645.3,3906.1,4404.5,4675.0,4835.3,4914.9,4919.1,4774.4,4762.4,4664.0,4534.7,4425.1,4437.2,4390.2,4299.0,4266.2,4173.6,4004.6,3949.6,4054.2,3933.4,3832.6,3831.6,3972.3,4126.6,4318.0,4534.2,4692.2,4812.8,4836.1,4846.8,4899.4,4951.6,4847.4,4744.7,4630.7,4518.4,4477.7,4690.7" |
}, |
{ |
"instruction": "The historical load data is: 4592.2,4371.3,4199.6,4037.3,3918.7,3842.7,3831.1,3849.1,3821.0,3645.3,3906.1,4404.5,4675.0,4835.3,4914.9,4919.1,4774.4,4762.4,4664.0,4534.7,4425.1,4437.2,4390.2,4299.0,4266.2,4173.6,4004.6,3949.6,4054.2,3933.4,3832.6,3831.6,3972.3,4126.6,4318.0,4534.2,4692.2,4812.8,4836.1,4846.8,4899.4,4951.6,4847.4,4744.7,4630.7,4518.4,4477.7,4690.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-18 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-19 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 284.98; the maximum temperature is 293.0; the humidity is 67.0; the pressure is 1019.0. Weather of the prediction date: the minimum temperature is 282.6; the maximum temperature is 293.57; the humidity is 62.0; the pressure is 1017.0. There is no suitable news for long-term effect on future load consumption.In 2020-12-18 13:47:00, the news that had the Short-Term Effect on Today's Load Consumption is that Melbourne travellers are changing flights to avoid Sydney, while Sydneysiders are rushing to get out of the city before Christmas as a virus cluster grows. The region that may be influenced is NSW/VIC. The rationality is that The sudden change in travel plans due to the virus cluster can temporarily increase load consumption in specific regions (NSW/VIC), as it may lead to a surge in energy use at airports, transportation systems, and public spaces due to increased passenger throughput and the necessity of additional health and safety measures.In 2020-12-18 07:11:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that NSW residents along the east coast are preparing for a sweep of severe thunderstorms after a day of sweltering heat. The region that may be influenced is NSW. The rationality is that The occurrence of severe weather conditions such as thunderstorms and sweltering heat can have an immediate impact on load consumption. During periods of high temperatures, there is typically an increase in the use of air conditioning systems which raises electricity demand. Conversely, thunderstorms may lead to power interruptions and temporary reductions in energy consumption.", |
"output": "4630.9,4503.9,4364.4,4245.5,4125.4,4034.6,4021.5,3985.5,4016.1,4059.8,4081.5,4190.0,4254.2,4363.0,4372.8,4252.4,4136.2,4028.3,3900.6,3894.6,3915.8,3821.5,3795.5,3725.2,3672.8,3576.3,3441.0,3461.3,3528.6,3584.0,3610.2,3667.5,3869.9,4135.2,4327.4,4508.2,4574.7,4605.0,4669.3,4618.6,4663.9,4686.9,4629.0,4533.3,4417.5,4299.1,4308.6,4484.8" |
}, |
{ |
"instruction": "The historical load data is: 4630.9,4503.9,4364.4,4245.5,4125.4,4034.6,4021.5,3985.5,4016.1,4059.8,4081.5,4190.0,4254.2,4363.0,4372.8,4252.4,4136.2,4028.3,3900.6,3894.6,3915.8,3821.5,3795.5,3725.2,3672.8,3576.3,3441.0,3461.3,3528.6,3584.0,3610.2,3667.5,3869.9,4135.2,4327.4,4508.2,4574.7,4605.0,4669.3,4618.6,4663.9,4686.9,4629.0,4533.3,4417.5,4299.1,4308.6,4484.8", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-19 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-20 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 282.6; the maximum temperature is 293.57; the humidity is 62.0; the pressure is 1017.0. Weather of the prediction date: the minimum temperature is 283.56; the maximum temperature is 295.94; the humidity is 72.0; the pressure is 1010.0. In 2020-12-19 00:00:00, the news that had the Long-Term Effect on Future Load Consumption is that Armed with plenty of stimulus and government incentives, new data shows first homebuyers are leading the property market\u2019s stellar recovery. The region that may be influenced is NSW. The rationality is that Government policies that are bolstering the property market can encourage growth in the residential sector, which could lead to higher demand for energy consumption in the long term as more homes are built and occupied.In 2020-12-19 20:24:00, the news that had the Short-Term Effect on Today's Load Consumption is that Premier Mark McGowan has announced the hard border with NSW will go up at midnight tonight. The region that may be influenced is WA. The rationality is that The implementation of a hard border due to health concerns increases logistical and operational activities, especially in the period leading up to the enforcement time, potentially causing a spike in energy consumption as businesses and government services respond to the change.In 2020-12-19 21:24:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that One of Australia\u2019s most iconic sporting events has officially been cancelled following the recent surge in COVID-19 cases in Sydney. The region that may be influenced is NSW. The rationality is that The cancellation of a large event leads to a direct and immediate decrease in electricity usage that would have been needed for the venue, lighting, security, and other event-related infrastructure, affecting the overall load consumption.", |
"output": "4429.6,4315.4,4229.1,4111.3,3969.6,3841.3,3726.1,3724.6,3786.3,3828.7,3832.8,3919.7,3927.9,3977.8,3963.3,3807.5,3726.8,3636.2,3578.5,3596.3,3451.7,3406.5,3380.6,3286.3,3212.2,3142.9,3054.4,2982.8,3001.2,3038.7,3115.0,3265.7,3552.3,3701.6,4024.0,4291.9,4419.8,4573.8,4623.7,4600.2,4611.6,4616.5,4527.2,4395.4,4015.8,3941.2,4111.8,4432.5" |
}, |
{ |
"instruction": "The historical load data is: 4429.6,4315.4,4229.1,4111.3,3969.6,3841.3,3726.1,3724.6,3786.3,3828.7,3832.8,3919.7,3927.9,3977.8,3963.3,3807.5,3726.8,3636.2,3578.5,3596.3,3451.7,3406.5,3380.6,3286.3,3212.2,3142.9,3054.4,2982.8,3001.2,3038.7,3115.0,3265.7,3552.3,3701.6,4024.0,4291.9,4419.8,4573.8,4623.7,4600.2,4611.6,4616.5,4527.2,4395.4,4015.8,3941.2,4111.8,4432.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-20 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-21 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 283.56; the maximum temperature is 295.94; the humidity is 72.0; the pressure is 1010.0. Weather of the prediction date: the minimum temperature is 287.23; the maximum temperature is 291.69; the humidity is 82.0; the pressure is 1004.0. In 2020-12-20 09:24:00, the news that had the Long-Term Effect on Future Load Consumption is that A terrifying new strain of COVID-19 is ravaging London and southeast England, thwarting the UK\u2019s chances of returning to normal by Christmas. The region that may be influenced is NSW. The rationality is that The news of a new COVID-19 strain has implications for public health policy and potential changes in energy usage patterns, as it could affect everything from remote working habits to industrial output in the long term.There is no suitable news for Short-Term Effect on Today's Load Consumption.In 2020-12-20 19:13:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that In 2020-12-20 19:13:00, the news was published that The anxious wait for thousands of Year 12s is over, with exam results and university entry scores released online this afternoon for 10,677 school leavers. The region that may be influenced is NSW. The rationality is that The release of exam results and university entry scores may lead to increased activity online as students check their results, although this will likely have a minimal impact on the overall load consumption.", |
"output": "4359.9,4188.1,4082.9,3990.7,3875.0,3805.5,3816.2,3825.6,3833.3,3997.8,4086.4,4266.9,4421.7,4623.3,4834.9,4776.9,4887.5,4798.9,4592.8,4676.6,4712.6,4871.2,4781.8,4787.5,4964.5,4821.9,4628.3,4847.7,4933.6,4901.5,4855.4,5035.0,5212.6,5240.5,5424.3,5504.7,5370.0,5233.6,5212.2,5151.4,5134.8,5046.6,4880.6,4746.0,4585.7,4498.5,4433.6,4663.2" |
}, |
{ |
"instruction": "The historical load data is: 4359.9,4188.1,4082.9,3990.7,3875.0,3805.5,3816.2,3825.6,3833.3,3997.8,4086.4,4266.9,4421.7,4623.3,4834.9,4776.9,4887.5,4798.9,4592.8,4676.6,4712.6,4871.2,4781.8,4787.5,4964.5,4821.9,4628.3,4847.7,4933.6,4901.5,4855.4,5035.0,5212.6,5240.5,5424.3,5504.7,5370.0,5233.6,5212.2,5151.4,5134.8,5046.6,4880.6,4746.0,4585.7,4498.5,4433.6,4663.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-21 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-22 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 287.23; the maximum temperature is 291.69; the humidity is 82.0; the pressure is 1004.0. Weather of the prediction date: the minimum temperature is 286.51; the maximum temperature is 292.88; the humidity is 72.0; the pressure is 1019.0. There is no suitable news for long-term effect on future load consumption.In 2020-12-21 12:11:00, the news that had the Short-Term Effect on Today's Load Consumption is that With NSW grappling with a growing coronavirus cluster, experts have agreed there is one restriction that needs to be introduced immediately. The region that may be influenced is NSW. The rationality is that Immediate restrictions due to a growing coronavirus cluster would likely result in changes to energy consumption patterns in the short term as businesses and individuals alter their activities, potentially reducing commercial and industrial energy use while increasing residential demand due to higher numbers of people staying at home.In 2020-12-21 08:59:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Severe storms will batter parts of the east today, with every state and territory experiencing heavy rain and a wet, miserable Christmas. The region that may be influenced is NSW/VIC/QLD/SA/WA. The rationality is that Severe weather events such as storms and heavy rain can cause immediate and direct impact on energy load consumption by disrupting infrastructure, causing power outages, and influencing the rate of energy use for heating, cooling, or emergency equipment.", |
"output": "4611.1,4368.5,4244.5,4085.3,3881.4,3788.1,3795.2,3742.1,3786.4,3890.3,4004.5,4209.0,4452.0,4693.0,4866.9,4854.8,4836.0,4826.9,4764.7,4738.0,4647.9,4606.3,4565.9,4462.2,4410.4,4332.7,4261.1,4346.0,4365.8,4379.8,4449.9,4520.0,4723.8,4944.9,5065.7,5122.4,5117.0,5091.1,5051.4,5006.3,4975.8,4938.3,4819.2,4630.5,4488.1,4356.6,4294.1,4493.6" |
}, |
{ |
"instruction": "The historical load data is: 4611.1,4368.5,4244.5,4085.3,3881.4,3788.1,3795.2,3742.1,3786.4,3890.3,4004.5,4209.0,4452.0,4693.0,4866.9,4854.8,4836.0,4826.9,4764.7,4738.0,4647.9,4606.3,4565.9,4462.2,4410.4,4332.7,4261.1,4346.0,4365.8,4379.8,4449.9,4520.0,4723.8,4944.9,5065.7,5122.4,5117.0,5091.1,5051.4,5006.3,4975.8,4938.3,4819.2,4630.5,4488.1,4356.6,4294.1,4493.6", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-22 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-23 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 286.51; the maximum temperature is 292.88; the humidity is 72.0; the pressure is 1019.0. Weather of the prediction date: the minimum temperature is 287.21; the maximum temperature is 292.2; the humidity is 71.0; the pressure is 1019.0. In 2020-12-22 07:24:00, the news that had the Long-Term Effect on Future Load Consumption is that Koala populations were ravaged by last summer\u2019s bushfires. Now the NSW government has taken a decisive step to help them thrive. The region that may be influenced is NSW. The rationality is that Actions taken by the government for environmental conservation and the protection of wildlife could signal changes in policies and the allocation of resources that affect long-term energy consumption, especially if such steps lead towards greater environmental consciousness and adoption of renewable energy sources.In 2020-12-22 18:37:00, the news that had the Short-Term Effect on Today's Load Consumption is that Victorians are warned to stay away from dozens of popular swimming beaches as heavy rainfall is expected to wash pollution into waterways. The region that may be influenced is VIC. The rationality is that The expected heavy rainfall in Victoria could temporarily impact energy usage patterns, possibly reducing the need for cooling systems due to cooler weather conditions, or increasing the use of electric utilities due to more people staying indoors.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4460.3,4306.8,4191.0,4059.9,3949.6,3852.3,3833.5,3850.2,3876.4,3954.2,4009.3,4205.8,4468.9,4677.3,4813.6,4743.2,4634.5,4588.8,4527.5,4482.6,4296.4,4232.6,4134.2,4031.0,3887.7,3860.8,3825.3,3827.2,3801.4,3841.4,3935.4,4033.8,4132.7,4197.9,4421.2,4531.1,4735.1,4835.3,4832.2,4837.4,4846.7,4838.6,4769.6,4626.7,4545.6,4452.5,4397.6,4548.7" |
}, |
{ |
"instruction": "The historical load data is: 4460.3,4306.8,4191.0,4059.9,3949.6,3852.3,3833.5,3850.2,3876.4,3954.2,4009.3,4205.8,4468.9,4677.3,4813.6,4743.2,4634.5,4588.8,4527.5,4482.6,4296.4,4232.6,4134.2,4031.0,3887.7,3860.8,3825.3,3827.2,3801.4,3841.4,3935.4,4033.8,4132.7,4197.9,4421.2,4531.1,4735.1,4835.3,4832.2,4837.4,4846.7,4838.6,4769.6,4626.7,4545.6,4452.5,4397.6,4548.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-23 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-24 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 287.21; the maximum temperature is 292.2; the humidity is 71.0; the pressure is 1019.0. Weather of the prediction date: the minimum temperature is 286.32; the maximum temperature is 293.3; the humidity is 62.0; the pressure is 1021.0. There is no suitable news for long-term effect on future load consumption.There is no suitable news for Short-Term Effect on Today's Load Consumption.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4471.8,4308.4,4161.0,4063.1,3906.2,3829.9,3760.7,3736.5,3738.4,3824.9,3936.4,4043.2,4158.7,4247.9,4318.4,4276.9,4258.8,4164.4,4068.8,3956.8,3823.9,3769.1,3714.7,3563.0,3460.9,3372.5,3266.9,3247.9,3245.6,3269.4,3365.3,3539.8,3707.4,3840.8,4063.5,4215.8,4221.9,4263.1,4322.2,4344.5,4344.9,4356.0,4315.6,4228.7,4147.7,4093.4,4011.2,4219.1" |
}, |
{ |
"instruction": "The historical load data is: 4471.8,4308.4,4161.0,4063.1,3906.2,3829.9,3760.7,3736.5,3738.4,3824.9,3936.4,4043.2,4158.7,4247.9,4318.4,4276.9,4258.8,4164.4,4068.8,3956.8,3823.9,3769.1,3714.7,3563.0,3460.9,3372.5,3266.9,3247.9,3245.6,3269.4,3365.3,3539.8,3707.4,3840.8,4063.5,4215.8,4221.9,4263.1,4322.2,4344.5,4344.9,4356.0,4315.6,4228.7,4147.7,4093.4,4011.2,4219.1", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-24 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-25 that is Weekday, and it is a public holiday: Christmas Day. Weather of the start date: the minimum temperature is 286.32; the maximum temperature is 293.3; the humidity is 62.0; the pressure is 1021.0. Weather of the prediction date: the minimum temperature is 283.44; the maximum temperature is 300.86; the humidity is 72.0; the pressure is 1015.0. In 2020-12-24 12:40:00, the news that had the Long-Term Effect on Future Load Consumption is that China is suffering blackouts and residents are without power after a decision to ban Australian coal. But the worst could be yet to come. The region that may be influenced is N/A. The rationality is that The ban on Australian coal by China could lead to long-term changes in energy markets and the global dynamics of energy trade. It could encourage Australia to diversify its energy exports and explore renewable options, which might impact the nation's long-term energy load consumption patterns.In 2020-12-24 21:56:00, the news that had the Short-Term Effect on Today's Load Consumption is that South Australians have been alerted to a possible new COVID-19 case after a man who returned a positive test result travelled into the state. The region that may be influenced is SA. The rationality is that New COVID-19 cases and subsequent health alerts can lead to immediate changes in social behavior, potentially increasing residential load consumption as people stay home but possibly reducing commercial and industrial load if businesses close or scale down operations temporarily.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4167.6,4015.2,3905.6,3803.2,3664.3,3542.7,3427.6,3391.2,3369.5,3395.1,3408.3,3447.5,3520.5,3621.7,3680.6,3588.3,3515.7,3510.6,3433.1,3340.5,3220.6,3218.2,3098.2,2788.0,2616.7,2489.7,2307.1,2366.2,2642.3,2838.6,2685.4,2686.4,2974.1,3136.1,3276.9,3505.0,3599.8,3784.5,3835.1,3913.6,3939.6,4008.9,3963.9,3917.9,3867.5,3834.5,3796.5,4002.2" |
}, |
{ |
"instruction": "The historical load data is: 4167.6,4015.2,3905.6,3803.2,3664.3,3542.7,3427.6,3391.2,3369.5,3395.1,3408.3,3447.5,3520.5,3621.7,3680.6,3588.3,3515.7,3510.6,3433.1,3340.5,3220.6,3218.2,3098.2,2788.0,2616.7,2489.7,2307.1,2366.2,2642.3,2838.6,2685.4,2686.4,2974.1,3136.1,3276.9,3505.0,3599.8,3784.5,3835.1,3913.6,3939.6,4008.9,3963.9,3917.9,3867.5,3834.5,3796.5,4002.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-25 that is Weekday, and it is a public holiday: Christmas Day. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-26 that is Weekend, and it is a public holiday: Boxing Day. Weather of the start date: the minimum temperature is 283.44; the maximum temperature is 300.86; the humidity is 72.0; the pressure is 1015.0. Weather of the prediction date: the minimum temperature is 287.53; the maximum temperature is 305.05; the humidity is 27.0; the pressure is 1005.0. In 2020-12-25 12:53:00, the news that had the Long-Term Effect on Future Load Consumption is that The world is looking very different in a pandemic and venues have had to adapt, with the Sydney Opera House coming up with a creative workaround. The region that may be influenced is NSW. The rationality is that The adaptation of venues like the Sydney Opera House to pandemic conditions suggests a shift in how entertainment and cultural events are consumed. This could lead to changes in building design or usage patterns that affect long-term load consumption. Increased virtual or remotely accessed events could potentially decrease load consumption at venue sites, while possibly increasing residential load usage.In 2020-12-25 07:31:00, the news that had the Short-Term Effect on Today's Load Consumption is that Areas already sodden are once again set to get drenched as a fresh wave of moisture readies itself to take the shine off Christmas. The region that may be influenced is Unspecified in the context provided, potentially multiple regions. The rationality is that The forecasted inclement weather could cause a significant short-term increase in residential load consumption as people stay indoors and use more heating or dehumidifying appliances, depending upon the temperature. Moreover, retail and commercial load may decrease as individuals might avoid outdoor shopping and activities due to the weather.In 2020-12-25 11:58:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Boxing Day shoppers have been urged to stay home \u2013 but retailers are worried a lack of in-store customers could mean 'considerable' losses. The region that may be influenced is Unspecified in the context provided, potentially multiple regions. The rationality is that The urge for shoppers to stay home during a time that would traditionally see a spike in commercial load use due to increased retail activity could lead to a real-time shift in energy consumption, from commercial to residential as more people remain in their homes. If people comply with the guidance in significant numbers, there could be a direct and immediate impact on load consumption patterns.", |
"output": "3948.6,3820.4,3724.2,3675.2,3549.1,3483.2,3429.3,3416.1,3409.6,3477.6,3491.6,3550.0,3587.8,3616.7,3570.9,3442.6,3377.0,3296.8,3180.2,3062.4,2912.5,2863.6,2829.3,2849.8,2793.4,2795.4,2806.2,2836.1,2936.6,3067.2,3253.9,3449.3,3720.3,3959.0,4217.7,4512.2,4734.9,4876.0,4957.7,4937.6,4875.3,4881.1,4754.0,4608.2,4449.3,4340.9,4240.9,4394.3" |
}, |
{ |
"instruction": "The historical load data is: 3948.6,3820.4,3724.2,3675.2,3549.1,3483.2,3429.3,3416.1,3409.6,3477.6,3491.6,3550.0,3587.8,3616.7,3570.9,3442.6,3377.0,3296.8,3180.2,3062.4,2912.5,2863.6,2829.3,2849.8,2793.4,2795.4,2806.2,2836.1,2936.6,3067.2,3253.9,3449.3,3720.3,3959.0,4217.7,4512.2,4734.9,4876.0,4957.7,4937.6,4875.3,4881.1,4754.0,4608.2,4449.3,4340.9,4240.9,4394.3", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-26 that is Weekend, and it is a public holiday: Boxing Day. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-27 that is Weekend, and it is not a public holiday. Weather of the start date: the minimum temperature is 287.53; the maximum temperature is 305.05; the humidity is 27.0; the pressure is 1005.0. Weather of the prediction date: the minimum temperature is 284.62; the maximum temperature is 291.27; the humidity is 51.0; the pressure is 1013.0. In 2020-12-26 09:08:00, the news that had the Long-Term Effect on Future Load Consumption is that COVID-19 encouraged Sydneysiders to rethink where they wanted to live this year and both buyers and renters made new choices in the suburbs where they went looking for a home, research shows. The region that may be influenced is NSW. The rationality is that The trend of people moving based on preferences influenced by the pandemic may result in long-term changes in residential patterns, which can significantly affect energy demand distribution and total consumption levels in different areas as new infrastructure needs emerge and housing developments adapt.In 2020-12-26 21:02:00, the news that had the Short-Term Effect on Today's Load Consumption is that Winds of up to 100km/h are expected to hit Melbourne on Sunday, while some regions brace for extreme fire danger. The region that may be influenced is VIC. The rationality is that Severe weather events, in this case with strong winds, can lead to increased energy usage as residents and businesses might require additional heating, or use of equipment to mitigate the effects of the weather. Furthermore, such conditions could impact the energy infrastructure and modify the consumption pattern in the short-term.In 2020-12-26 19:51:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Hail and storms caused a roof to collapse at a Sydney rugby league club with hundreds of patrons inside on Boxing Day. The region that may be influenced is NSW. The rationality is that Real-time weather events such as storms, particularly those causing infrastructure damage, require immediate emergency response and can disrupt usual energy consumption patterns, both by causing outages and by emergency services' increased usage of electricity in their response efforts.", |
"output": "4298.8,4133.7,4012.9,3895.7,3782.4,3610.4,3460.8,3431.7,3356.9,3373.6,3332.2,3326.4,3314.2,3338.6,3395.9,3432.1,3646.6,3735.2,3662.1,3592.7,3672.2,3786.1,4039.1,4249.0,4293.6,4214.8,4187.8,4270.4,4381.1,4581.3,4509.9,4501.7,4555.5,4629.7,4745.3,4737.8,4666.9,4567.0,4485.5,4419.3,4384.6,4301.6,4161.2,4042.8,3932.6,3888.6,3875.3,4061.5" |
}, |
{ |
"instruction": "The historical load data is: 4298.8,4133.7,4012.9,3895.7,3782.4,3610.4,3460.8,3431.7,3356.9,3373.6,3332.2,3326.4,3314.2,3338.6,3395.9,3432.1,3646.6,3735.2,3662.1,3592.7,3672.2,3786.1,4039.1,4249.0,4293.6,4214.8,4187.8,4270.4,4381.1,4581.3,4509.9,4501.7,4555.5,4629.7,4745.3,4737.8,4666.9,4567.0,4485.5,4419.3,4384.6,4301.6,4161.2,4042.8,3932.6,3888.6,3875.3,4061.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-27 that is Weekend, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-28 that is Weekday, and it is a public holiday: Boxing Day (Observed). Weather of the start date: the minimum temperature is 284.62; the maximum temperature is 291.27; the humidity is 51.0; the pressure is 1013.0. Weather of the prediction date: the minimum temperature is 282.87; the maximum temperature is 294.91; the humidity is 62.0; the pressure is 1017.0. There is no suitable news for long-term effect on future load consumption.In 2020-12-27 21:02:00, the news that had the Short-Term Effect on Today's Load Consumption is that Wild weather has torn down trees and power lines and wreaked havoc across Victoria. The region that may be influenced is VIC. The rationality is that The immediate damage to infrastructure, particularly power lines, from severe weather would likely cause disruptions in load consumption. Power outages and the need for emergency repairs can result in significant drops in energy usage in the short term as businesses and households go without electricity.In 2020-12-27 21:02:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Wild weather has torn down trees and power lines and wreaked havoc across Victoria. The region that may be influenced is VIC. The rationality is that As this event is currently unfolding and affecting physical infrastructure, it is causing direct and immediate changes to load consumption in Victoria. The downed power lines mean that there is a decrease in power delivery and consumption as a result of the wild weather. Emergency response and restoration efforts are likely prioritizing restoring power, which affects load consumption in real-time.", |
"output": "4048.3,3870.7,3755.2,3750.9,3604.3,3466.7,3418.8,3435.1,3422.7,3452.2,3513.9,3522.2,3566.3,3643.0,3600.8,3489.3,3358.4,3246.3,3235.7,3218.8,3115.0,3063.2,3010.4,2913.8,2871.9,2812.3,2800.6,2878.0,2864.0,2855.1,3038.0,3230.3,3454.9,3628.7,3848.7,3995.9,4125.7,4182.8,4225.8,4305.8,4373.9,4374.6,4291.9,4211.5,4131.8,4076.2,4032.4,4251.5" |
}, |
{ |
"instruction": "The historical load data is: 4048.3,3870.7,3755.2,3750.9,3604.3,3466.7,3418.8,3435.1,3422.7,3452.2,3513.9,3522.2,3566.3,3643.0,3600.8,3489.3,3358.4,3246.3,3235.7,3218.8,3115.0,3063.2,3010.4,2913.8,2871.9,2812.3,2800.6,2878.0,2864.0,2855.1,3038.0,3230.3,3454.9,3628.7,3848.7,3995.9,4125.7,4182.8,4225.8,4305.8,4373.9,4374.6,4291.9,4211.5,4131.8,4076.2,4032.4,4251.5", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-28 that is Weekday, and it is a public holiday: Boxing Day (Observed). The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-29 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 282.87; the maximum temperature is 294.91; the humidity is 62.0; the pressure is 1017.0. Weather of the prediction date: the minimum temperature is 287.4; the maximum temperature is 295.72; the humidity is 63.0; the pressure is 1019.0. There is no suitable news for long-term effect on future load consumption.In 2020-12-28 14:44:00, the news that had the Short-Term Effect on Today's Load Consumption is that Australia\u2019s sunny start to summer was 'short-lived', with the rest of 2020 forecast to be wet and miserable, according to the Bureau of Meteorology. The region that may be influenced is no specific region mentioned. The rationality is that Adverse weather conditions can lead to increased usage of domestic heating or lead to more people staying indoors and using electrical appliances, thus potentially increasing energy consumption in the short term.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4233.7,4113.2,4026.7,3921.9,3799.1,3730.6,3671.3,3662.3,3665.0,3721.3,3806.6,3890.4,3973.9,4039.6,4054.9,3911.4,3786.3,3658.2,3486.6,3403.6,3200.9,3097.7,3046.0,3021.8,2978.7,2952.2,2914.3,2918.9,2915.2,2944.7,3072.9,3261.4,3481.3,3704.3,4014.4,4244.8,4389.0,4474.3,4526.4,4520.9,4533.6,4514.5,4436.3,4363.0,4256.2,4209.9,4174.9,4349.7" |
}, |
{ |
"instruction": "The historical load data is: 4233.7,4113.2,4026.7,3921.9,3799.1,3730.6,3671.3,3662.3,3665.0,3721.3,3806.6,3890.4,3973.9,4039.6,4054.9,3911.4,3786.3,3658.2,3486.6,3403.6,3200.9,3097.7,3046.0,3021.8,2978.7,2952.2,2914.3,2918.9,2915.2,2944.7,3072.9,3261.4,3481.3,3704.3,4014.4,4244.8,4389.0,4474.3,4526.4,4520.9,4533.6,4514.5,4436.3,4363.0,4256.2,4209.9,4174.9,4349.7", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-29 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-30 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 287.4; the maximum temperature is 295.72; the humidity is 63.0; the pressure is 1019.0. Weather of the prediction date: the minimum temperature is 288.86; the maximum temperature is 294.35; the humidity is 82.0; the pressure is 1021.0. In 2020-12-29 14:03:00, the news that had the Long-Term Effect on Future Load Consumption is that A super-contagious strain of COVID-19 from South Africa has been reported for the first time in Australia. The region that may be influenced is NSW. The rationality is that The introduction of a new contagious COVID-19 strain could lead to long-term changes in behavior and policy as authorities work to contain the virus, potentially affecting energy usage patterns through increased telecommuting, changes in commercial energy consumption, and impacts on industrial production.In 2020-12-29 12:56:00, the news that had the Short-Term Effect on Today's Load Consumption is that Major freeways around the city are in gridlock, with traffic banking up after a series of serious crashes during the holiday peak. The region that may be influenced is VIC. The rationality is that Traffic congestion and accidents can cause immediate effects on road and transport usage. In the short-term, this could influence regional load consumption by altering usual patterns of commuting, potentially leading to an increase in home energy usage as people may opt to work from home or avoid traveling.In 2020-12-29 08:01:00, the news that had the Real-Time Direct Effect on Today's Load Consumption is that Melbourne\u2019s Monash Freeway has been closed for the second morning in a row and a man is fighting for life after crashing while \u2018racing\u2019 another car. The region that may be influenced is VIC. The rationality is that The closure of a major freeway could lead to immediate and unexpected changes in traffic patterns and commuting behaviors, possibly influencing the load consumption as more people may stay at home or use local businesses, affecting residential and commercial load differently.", |
"output": "4300.9,4168.2,4037.0,3934.5,3797.0,3725.2,3656.0,3645.2,3668.5,3700.3,3745.9,3845.9,3937.4,4015.3,4050.8,3965.0,3905.1,3830.5,3700.4,3548.3,3408.9,3376.3,3322.6,3321.7,3301.6,3295.0,3328.6,3357.8,3400.6,3470.3,3677.4,3802.6,3873.7,4075.3,4340.2,4458.5,4491.6,4473.9,4537.4,4535.2,4552.4,4554.0,4451.8,4333.3,4185.9,4100.6,4036.0,4224.0" |
}, |
{ |
"instruction": "The historical load data is: 4300.9,4168.2,4037.0,3934.5,3797.0,3725.2,3656.0,3645.2,3668.5,3700.3,3745.9,3845.9,3937.4,4015.3,4050.8,3965.0,3905.1,3830.5,3700.4,3548.3,3408.9,3376.3,3322.6,3321.7,3301.6,3295.0,3328.6,3357.8,3400.6,3470.3,3677.4,3802.6,3873.7,4075.3,4340.2,4458.5,4491.6,4473.9,4537.4,4535.2,4552.4,4554.0,4451.8,4333.3,4185.9,4100.6,4036.0,4224.0", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-30 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2020-12-31 that is Weekday, and it is not a public holiday. Weather of the start date: the minimum temperature is 288.86; the maximum temperature is 294.35; the humidity is 82.0; the pressure is 1021.0. Weather of the prediction date: the minimum temperature is 288.8; the maximum temperature is 302.16; the humidity is 72.0; the pressure is 1019.0. In 2020-12-30 18:55:00, the news that had the Long-Term Effect on Future Load Consumption is that Victoria\u2019s 61-day virus-free streak has been broken after three mystery cases were detected which are believed to have spread from Sydney. The region that may be influenced is VIC. The rationality is that The resurgence of COVID-19 cases can lead to long-term changes in societal behaviors, work patterns, and energy consumption due to the potential for recurring lockdowns and increased adoption of energy-saving practices in homes and businesses.There is no suitable news for Short-Term Effect on Today's Load Consumption.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4195.1,4023.0,3886.1,3758.8,3628.8,3534.2,3451.2,3424.9,3515.9,3552.2,3629.5,3726.1,3829.5,3956.8,4009.9,3999.6,3966.2,3988.7,3996.5,3930.4,3937.2,3896.2,3886.2,3865.1,3864.4,3800.3,3732.9,3710.2,3747.2,3785.9,3884.7,3993.6,4066.3,4189.9,4366.0,4366.0,4329.2,4316.9,4334.7,4295.5,4296.7,4266.6,4184.2,4103.5,4034.3,4067.0,4115.2,4363.2" |
}, |
{ |
"instruction": "The historical load data is: 4195.1,4023.0,3886.1,3758.8,3628.8,3534.2,3451.2,3424.9,3515.9,3552.2,3629.5,3726.1,3829.5,3956.8,4009.9,3999.6,3966.2,3988.7,3996.5,3930.4,3937.2,3896.2,3886.2,3865.1,3864.4,3800.3,3732.9,3710.2,3747.2,3785.9,3884.7,3993.6,4066.3,4189.9,4366.0,4366.0,4329.2,4316.9,4334.7,4295.5,4296.7,4266.6,4184.2,4103.5,4034.3,4067.0,4115.2,4363.2", |
"input": "Based on the historical load data, please predict the load consumption in the next day. The region for prediction is VIC. The start date of historical data was on 2020-12-31 that is Weekday, and it is not a public holiday. The data frequency is 30 minutes per point. Historical data covers 1 day. The date of prediction is on 2021-1-1 that is Weekday, and it is a public holiday: New Year's Day. Weather of the start date: the minimum temperature is 288.8; the maximum temperature is 302.16; the humidity is 72.0; the pressure is 1019.0. Weather of the prediction date: the minimum temperature is 290.69; the maximum temperature is 301.18; the humidity is 53.0; the pressure is 1013.0. In 2020-12-31 08:31:00, the news that had the Long-Term Effect on Future Load Consumption is that The way Australia fights fires has changed dramatically since the Black Summer blazes and those who think backburning is the answer are stuck in a \u201ctime warp\u201d. The region that may be influenced is NSW. The rationality is that Changes in firefighting approaches reflect adjustments to policy and infrastructure that can alter long-term strategies in energy distribution and consumption as communities adapt to new methods for dealing with natural disasters, which can lead to infrastructure improvements, changes in energy resource allocation, and emergency management adjustments.In 2020-12-31 16:09:00, the news that had the Short-Term Effect on Today's Load Consumption is that Victoria will slam shut its border with NSW, issuing a strict deadline for residents to get back home before they are locked out of the state. The region that may be influenced is Victoria. The rationality is that The imminent closure of borders due to health concerns is likely to lead to a short-term surge in load consumption as residents rush to make arrangements within the deadline, including traveling back home, which could create a temporary spike in energy use associated with transportation and increased domestic activities.There is no suitable news for Real-Time Direct Effect on Today's Load Consumption.", |
"output": "4330.4,4179.2,4047.8,3934.7,3766.4,3590.4,3549.4,3504.2,3547.9,3579.1,3580.8,3557.2,3587.7,3569.7,3561.5,3447.7,3362.3,3340.5,3383.7,3379.6,3336.8,3333.3,3275.3,3291.5,3309.3,3355.4,3436.3,3607.4,3833.5,3836.6,4020.1,4208.2,4325.7,4541.4,4842.3,5019.6,4978.8,4932.6,4848.6,4819.7,4782.2,4777.1,4677.3,4575.4,4443.8,4302.3,4243.6,4429.7" |
} |
] |