Renewable Energy Growth Analysis

Thu, 14 Nov 2024 14:12:48 GMT
User
owid-energy-data.csvspreadsheet
8.03 MB

I uploaded the file: owid-energy-data.csv

Thu, 14 Nov 2024 03:05:07 GMT
J
Julius

Great! Let's start by loading the data from the owid-energy-data.csv file and inspecting its structure to understand what we're working with. I'll display the first few rows of the dataset.

Python

This code snippet loads an energy dataset from a CSV file into a pandas DataFrame and displays the first few rows.
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User

Objective: Examine how global primary energy consumption has evolved over time. Approach: Plot global energy consumption year by year, broken down by energy source (e.g., coal, oil, natural gas, renewables). Analyze growth rates in total energy consumption. Investigate how the share of renewables has changed in the global energy mix.

Thu, 14 Nov 2024 03:05:42 GMT
J
Julius

To address the objective, I will first aggregate the global primary energy consumption data by year and energy source, then plot it to visualize trends. I'll calculate growth rates for total energy consumption and analyze the change in the share of renewables over time. Let's start by preparing and visualizing the data.

Python

This code snippet generates a line plot to illustrate the yearly global energy consumption across various sources such as coal, oil, gas, renewables, nuclear, and hydro.
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The dataset has been successfully loaded. Here are the first few rows of the dataset:

countryyeariso_codepopulationgdpbiofuel_cons_change_pctbiofuel_cons_change_twhbiofuel_cons_per_capitabiofuel_consumptionbiofuel_elec_per_capitabiofuel_electricitybiofuel_share_elecbiofuel_share_energycarbon_intensity_eleccoal_cons_change_pctcoal_cons_change_twhcoal_cons_per_capitacoal_consumptioncoal_elec_per_capitacoal_electricitycoal_prod_change_pctcoal_prod_change_twhcoal_prod_per_capitacoal_productioncoal_share_eleccoal_share_energyelectricity_demandelectricity_demand_per_capitaelectricity_generationelectricity_share_energyenergy_cons_change_pctenergy_cons_change_twhenergy_per_capitaenergy_per_gdpfossil_cons_change_pctfossil_cons_change_twhfossil_elec_per_capitafossil_electricityfossil_energy_per_capitafossil_fuel_consumptionfossil_share_elecfossil_share_energygas_cons_change_pctgas_cons_change_twhgas_consumptiongas_elec_per_capitagas_electricitygas_energy_per_capitagas_prod_change_pctgas_prod_change_twhgas_prod_per_capitagas_productiongas_share_elecgas_share_energygreenhouse_gas_emissionshydro_cons_change_pcthydro_cons_change_twhhydro_consumptionhydro_elec_per_capitahydro_electricityhydro_energy_per_capitahydro_share_elechydro_share_energylow_carbon_cons_change_pctlow_carbon_cons_change_twhlow_carbon_consumptionlow_carbon_elec_per_capitalow_carbon_electricitylow_carbon_energy_per_capitalow_carbon_share_eleclow_carbon_share_energynet_elec_importsnet_elec_imports_share_demandnuclear_cons_change_pctnuclear_cons_change_twhnuclear_consumptionnuclear_elec_per_capitanuclear_electricitynuclear_energy_per_capitanuclear_share_elecnuclear_share_energyoil_cons_change_pctoil_cons_change_twhoil_consumptionoil_elec_per_capitaoil_electricityoil_energy_per_capitaoil_prod_change_pctoil_prod_change_twhoil_prod_per_capitaoil_productionoil_share_elecoil_share_energyother_renewable_consumptionother_renewable_electricityother_renewable_exc_biofuel_electricityother_renewables_cons_change_pctother_renewables_cons_change_twhother_renewables_elec_per_capitaother_renewables_elec_per_capita_exc_biofuel
0
ASEAN (Ember)
2000
5.87
1.55
569.557
76.03
20.081
378.61
378.61
305.36
80.653
164.26
43.385
215.64
50.45
13.325
73.25
19.347
0
0
65.07
17.187
22.8
16.93
1
ASEAN (Ember)
2001
6.46
1.596
567.642
86.26
21.307
404.85
404.85
327.66
80.934
190.41
47.032
229.81
54.33
13.42
77.19
19.066
0
0
50.99
12.595
22.86
16.4
2
ASEAN (Ember)
2002
6.62
1.528
570.212
93.43
21.568
433.19
433.19
356.67
82.336
208.92
48.228
247.01
53.29
12.302
76.52
17.664
0
0
54.32
12.54
23.23
16.61
3
ASEAN (Ember)
2003
7.45
1.626
574.699
102.01
22.261
458.24
458.24
381.84
83.328
226.51
49.43
263.35
53.21
11.612
76.4
16.672
0
0
53.32
11.636
23.19
15.74
4
ASEAN (Ember)
2004
8.4
1.692
581.42
115.01
23.161
496.56
496.56
418.6
84.3
244.16
49.17
288.71
52.99
10.671
77.96
15.7
0
0
59.43
11.968
24.97
16.57

This dataset contains various columns related to energy consumption, production, and other related metrics across different countries and years. If you have any specific analysis or questions in mind, feel free to let me know!

Thu, 14 Nov 2024 03:05:22 GMT
Chart unavailable

Let's analyze the growth rates and renewable share:

Python

This code calculates total energy consumption, renewable energy share, year-over-year growth rate, and visualizes the renewable share over time.
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The analysis shows the average annual growth rate of global energy consumption and the change in the share of renewables over time. The renewable share has increased from 11.96% in 1965 to 19.59% in 2022. The plot below illustrates the trend in renewable energy share over the years.

Chart unavailable

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Thu, 14 Nov 2024 14:12:48 GMT