diff --git a/2023-DFES/data/graphs/AnnualCarbonEmissions_MtCO2.csv b/2023-DFES/data/graphs/AnnualCarbonEmissions_MtCO2.csv
new file mode 100644
index 0000000..5c44451
--- /dev/null
+++ b/2023-DFES/data/graphs/AnnualCarbonEmissions_MtCO2.csv
@@ -0,0 +1,2 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+NPg Planning scenario,34.39444922,33.12113949,32.3219204,30.88868177,28.33214507,26.18467277,24.18075712,22.29941961,20.22364966,18.33698608,16.24639693,14.35157228,12.55832502,10.89264661,9.582072095,8.367612352,7.254486171,6.191408758,5.173389698,4.108110367,3.279335993,2.579018768,1.995023632,1.448057442,1.049046159,0.654529489,0.380736615,0.285127765,0.219863684
diff --git a/2023-DFES/data/graphs/AnnualNetworkEnergyConsumption_TWh.csv b/2023-DFES/data/graphs/AnnualNetworkEnergyConsumption_TWh.csv
new file mode 100644
index 0000000..de9e456
--- /dev/null
+++ b/2023-DFES/data/graphs/AnnualNetworkEnergyConsumption_TWh.csv
@@ -0,0 +1,6 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Consumer Transformation,34.34733833,34.84644563,35.57535039,36.36646229,37.26678678,38.26813766,39.09619909,39.97125507,41.09462038,42.24653865,43.34051017,44.41529415,45.47076288,47.05510879,48.99541342,50.86550499,52.62764054,54.26455526,55.69397836,56.92199515,57.98938131,59.19923197,60.36496903,61.47432731,62.51932812,63.5364826,64.53570829,65.5218708,66.30597254
+System Transformation,34.34089559,34.89065703,35.68922515,36.44470566,37.19447935,37.99047184,38.84225877,39.7739094,40.82910956,41.90113566,42.9578764,44.01452554,45.06608829,46.68838288,47.98068283,49.22708236,50.41909971,51.55851418,52.62835204,53.60880521,54.54316016,55.45681479,56.37379682,57.31606815,58.2736318,59.26559362,60.2874321,61.34948532,62.40102192
+Leading The Way,34.34733833,34.84853798,35.58450099,36.42313189,37.41521839,38.51635273,39.39681423,40.32918881,41.71402577,44.00487293,46.21638573,48.36114363,50.40425045,52.72096066,54.49348439,56.14948697,57.66938832,59.04034782,60.16724762,61.11076444,61.93003008,62.92941196,63.91987368,64.68402108,64.63113091,64.57068784,64.51008705,64.44890212,64.39168111
+NPg Best View,34.34733833,34.846731,35.57171164,36.35623007,37.28059518,38.32649679,39.19078451,40.13020927,41.30833228,42.51130136,43.65830463,44.76653018,45.80497595,47.31629541,49.1321137,50.84420537,52.42808037,53.87874693,55.1256804,56.19611411,57.12528905,58.2190922,59.2891259,60.32396695,61.31911793,62.29550939,63.26125879,64.21646727,64.97268753
+Falling Short,34.33694283,34.91137952,35.49981841,36.02972018,36.48804128,37.03631811,37.71725471,38.53038315,39.39159298,40.24212151,41.07349427,41.8980074,42.70080437,43.92334517,44.70642048,45.49812631,46.26136389,47.00748026,47.71339334,48.35734901,48.94005584,49.45386502,49.9026201,50.29023907,50.61170226,50.89159581,51.14055646,51.36465869,51.55291089
diff --git a/2023-DFES/data/graphs/AnnualPeakDemand_GW.csv b/2023-DFES/data/graphs/AnnualPeakDemand_GW.csv
new file mode 100644
index 0000000..eeccb6f
--- /dev/null
+++ b/2023-DFES/data/graphs/AnnualPeakDemand_GW.csv
@@ -0,0 +1,7 @@
+Scenario ,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Consumer Transformation,5995.712559,6231.897847,6499.512521,6711.526093,6891.562474,7130.193904,7309.759074,7451.406292,7650.910626,7831.09897,7996.184655,8153.15143,8302.381687,8722.192824,9110.719048,9487.388771,9845.89915,10183.8288,10482.25698,10744.06309,10977.08038,11256.77734,11533.48964,11803.1248,12063.01837,12319.05521,12572.39372,12823.54179,13024.31081
+System Transformation,6021.497055,6268.849153,6555.100224,6760.646909,6909.930106,7103.895986,7293.259839,7452.669477,7650.820764,7826.761395,7995.787189,8160.513242,8321.669756,8792.788657,9049.113617,9299.074447,9547.625773,9797.27353,10044.95934,10285.23721,10531.18934,10791.74396,11072.05218,11377.46327,11704.49413,12051.0731,12414.03982,12796.33046,13175.17392
+Leading The Way,5995.712559,6231.096783,6498.81177,6720.34205,6916.798092,7169.978353,7351.555524,7492.840604,7742.013068,8202.527517,8643.329692,9068.461146,9474.334362,10095.41165,10457.55682,10802.83569,11126.72912,11425.72523,11675.73164,11890.77339,12083.31242,12327.86568,12574.18742,12767.05758,12747.90383,12728.43257,12709.65617,12691.29411,12673.99236
+NPg Best View no customer flexibility,5995.712559,6230.403368,6495.350229,6703.510658,6883.662883,7124.200686,7302.134749,7444.882573,7641.576486,7817.181574,7979.144442,8132.433734,8274.36738,8682.406232,9055.534501,9414.896822,9754.757657,10073.51204,10353.40721,10599.83546,10819.07917,11086.85799,11353.13069,11614.21599,11868.50096,12119.52803,12368.50272,12615.28609,12811.94753
+Falling Short,6021.389369,6273.484491,6513.526702,6675.287739,6768.777811,6913.64966,7073.196722,7213.073379,7376.352363,7514.08702,7645.146006,7772.551206,7893.282672,8256.141417,8373.665246,8489.700199,8593.375873,8692.856329,8786.803046,8872.715631,8952.076715,9023.896906,9089.046096,9148.114761,9200.033328,9248.178769,9293.668968,9336.142927,9370.306132
+NPg Best View,5986.164637,6206.841958,6452.951423,6636.263825,6790.132732,7002.638896,7157.985186,7277.915904,7448.612809,7598.457178,7734.11356,7863.489208,7984.231654,8375.205427,8734.315833,9081.68122,9411.37057,9721.472159,9994.440387,10235.59242,10450.83327,10715.73875,10980.03499,11239.68112,11493.23124,11743.62515,11991.85622,12237.85302,12433.63611
diff --git a/2023-DFES/data/graphs/BatteryStorageCapacityInstalled_GW.csv b/2023-DFES/data/graphs/BatteryStorageCapacityInstalled_GW.csv
new file mode 100644
index 0000000..4d2df78
--- /dev/null
+++ b/2023-DFES/data/graphs/BatteryStorageCapacityInstalled_GW.csv
@@ -0,0 +1,6 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Consumer Transformation,0.201818949,0.438388362,0.666669323,0.89629022,0.91223424,0.928571206,0.949045553,0.967047565,1.056679177,1.081080323,1.110653707,1.156505912,1.195753429,1.269108927,1.32521968,1.391256652,1.485740598,1.567652381,1.653250783,1.726365321,1.806131982,1.863164478,1.930511181,1.990665403,2.094709519,2.161202124,2.230872059,2.321739615,2.398813678
+System Transformation,0.196857903,0.398944205,0.598310071,0.798156265,0.80331097,0.808343452,0.814658454,0.820067979,0.826631752,0.833393535,0.844040494,0.866145157,0.939716664,0.949890597,1.05944531,1.075319544,1.089085755,1.102036117,1.115016562,1.194687244,1.265754034,1.280514791,1.327775535,1.343170636,1.359459697,1.376100121,1.393693552,1.412001492,1.431120217
+Leading The Way,0.200970897,0.345845614,0.48281428,0.621196077,0.637809953,0.697887893,0.719618751,0.74829695,0.777435934,0.808538489,0.840512813,0.897429032,1.005539062,1.087840965,1.153487038,1.205115804,1.261324043,1.353378963,1.410117878,1.472600453,1.554162853,1.619826844,1.687676348,1.775198146,1.877521724,1.955183765,2.036429835,2.142054176,2.2321042
+NPg Best View,0.201818949,0.481125692,0.77503719,1.076262415,1.117138722,1.156770093,1.192756647,1.219481647,1.333171009,1.356384332,1.387796703,1.441012417,1.477104464,1.571058993,1.628148886,1.710261518,1.827780051,1.942295735,2.054812906,2.137612431,2.237854253,2.307484516,2.37498958,2.426959145,2.538360079,2.598632944,2.663119779,2.756597179,2.830887288
+Falling Short,0.198251652,0.248654254,0.295679436,0.342993514,0.497656482,0.503013622,0.509388209,0.513254393,0.546405473,0.551350254,0.556287501,0.563842157,0.582551315,0.590133637,0.599178068,0.609120004,0.620490317,0.62906328,0.674434447,0.683444198,0.690508642,0.698414591,0.706130703,0.769734926,0.815164309,0.824057528,0.931069991,0.968229917,0.981049895
diff --git a/2023-DFES/data/graphs/CumulativeCarbonEmissions_MtCO2.csv b/2023-DFES/data/graphs/CumulativeCarbonEmissions_MtCO2.csv
new file mode 100644
index 0000000..c1ad463
--- /dev/null
+++ b/2023-DFES/data/graphs/CumulativeCarbonEmissions_MtCO2.csv
@@ -0,0 +1,2 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+NPg Planning Scenario,104.4599061,137.5810456,169.902966,200.7916478,229.1237929,255.3084656,279.4892228,301.7886424,322.012292,340.3492781,356.595675,370.9472473,383.5055723,394.3982189,403.980291,412.3479034,419.6023896,425.7937983,430.967188,435.0752984,438.3546344,440.9336532,442.9286768,444.3767342,445.4257804,446.0803099,446.4610465,446.7461743,446.9660379
diff --git a/2023-DFES/data/graphs/ElectricVehiclePenetrationOfTotalCarStock_percent.csv b/2023-DFES/data/graphs/ElectricVehiclePenetrationOfTotalCarStock_percent.csv
new file mode 100644
index 0000000..03005fe
--- /dev/null
+++ b/2023-DFES/data/graphs/ElectricVehiclePenetrationOfTotalCarStock_percent.csv
@@ -0,0 +1,2 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+NPg Best View,0.019095797,0.03279474,0.062143092,0.099772872,0.152656243,0.206810754,0.264783698,0.325015689,0.395043314,0.464629536,0.531075541,0.593650593,0.651638306,0.701480388,0.742840768,0.779553131,0.811973364,0.840421623,0.864832858,0.885480398,0.903161619,0.918220352,0.931279923,0.94307414,0.953623905,0.964096873,0.974956518,0.986443382,0.998754853
diff --git a/2023-DFES/data/graphs/IndustryAdditionalEnergyConsumptionBreakdown_NPgBestView_GWh.csv b/2023-DFES/data/graphs/IndustryAdditionalEnergyConsumptionBreakdown_NPgBestView_GWh.csv
new file mode 100644
index 0000000..4938a46
--- /dev/null
+++ b/2023-DFES/data/graphs/IndustryAdditionalEnergyConsumptionBreakdown_NPgBestView_GWh.csv
@@ -0,0 +1,5 @@
+Additional Energy consumption breakdown,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Electric HGVs,7.358,29.655,67.952,128.472,226.262,372.331,578.336,852.773,1197.036,1601.226,2046.285,2510.424,2967.360,3395.532,3780.729,4115.227,4395.964,4623.700,4802.431,4938.965,5040.993,5116.258,5171.979,5213.920,5246.468,5272.839,5295.308,5315.396,5334.068
+Electric Buses,28.257,42.175,62.612,87.379,116.331,149.044,184.941,224.389,266.662,310.668,355.132,399.438,442.628,483.742,521.830,556.093,585.998,611.319,632.038,648.490,661.418,671.246,678.409,683.324,686.395,688.025,688.638,688.623,688.295
+Electrolysers,0.000,4.891,26.759,755.905,1145.787,1571.191,2060.837,2655.590,3607.564,3977.024,3991.549,4378.840,4768.940,4788.021,5367.407,5280.692,5314.578,5392.574,5823.027,6980.519,7890.430,8707.204,9597.262,10181.095,10715.811,11027.532,11172.637,11576.248,11649.500
+Large industry Fuel Switching,253.771,380.657,507.543,634.428,851.904,1069.379,1286.855,1504.331,1721.806,1912.835,2103.863,2294.892,2485.921,2676.949,2903.746,3130.543,3357.340,3584.138,3810.935,4143.711,4476.488,4809.265,5142.042,5474.819,5474.819,5474.819,5474.819,5474.819,5474.819
diff --git a/2023-DFES/data/graphs/IndustryAdditionalPeakDemandBreakdown_NPgBestView_MW.csv b/2023-DFES/data/graphs/IndustryAdditionalPeakDemandBreakdown_NPgBestView_MW.csv
new file mode 100644
index 0000000..3a1c0a6
--- /dev/null
+++ b/2023-DFES/data/graphs/IndustryAdditionalPeakDemandBreakdown_NPgBestView_MW.csv
@@ -0,0 +1,5 @@
+Demand type,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Electric HGVs,0.584,2.352,5.391,10.192,17.949,29.537,45.879,67.650,94.960,127.024,162.331,199.151,235.399,269.366,299.923,326.459,348.729,366.796,380.974,391.805,399.899,405.870,410.290,413.617,416.199,418.291,420.074,421.667,423.149
+Electric Buses,0.893,1.333,1.980,2.763,3.678,4.712,5.847,7.094,8.431,9.822,11.228,12.628,13.994,15.294,16.498,17.581,18.527,19.327,19.982,20.502,20.911,21.222,21.448,21.604,21.701,21.752,21.772,21.771,21.761
+Electrolysers,0.000,0.558,3.055,86.291,130.798,179.360,235.255,303.150,411.822,453.998,455.656,499.868,544.400,546.578,612.718,602.819,606.687,615.591,664.729,796.863,900.734,993.973,1095.578,1162.225,1223.266,1258.851,1275.415,1321.490,1329.852
+Large industry Fuel Switching,28.969,43.454,57.939,72.423,97.249,122.075,146.901,171.727,196.553,218.360,240.167,261.974,283.781,305.588,331.478,357.368,383.258,409.148,435.038,473.026,511.015,549.003,586.991,624.979,624.979,624.979,624.979,624.979,624.979
diff --git a/2023-DFES/data/graphs/MASTER_GraphsData_for_Visualisation tool_2023_v1_Copy.xlsx b/2023-DFES/data/graphs/MASTER_GraphsData_for_Visualisation tool_2023_v1_Copy.xlsx
new file mode 100644
index 0000000..6476693
Binary files /dev/null and b/2023-DFES/data/graphs/MASTER_GraphsData_for_Visualisation tool_2023_v1_Copy.xlsx differ
diff --git a/2023-DFES/data/graphs/NetworkAnnualCarbonEmissionBreakdown_NPgPlanningScenario_MtCO2.csv b/2023-DFES/data/graphs/NetworkAnnualCarbonEmissionBreakdown_NPgPlanningScenario_MtCO2.csv
new file mode 100644
index 0000000..3f077a9
--- /dev/null
+++ b/2023-DFES/data/graphs/NetworkAnnualCarbonEmissionBreakdown_NPgPlanningScenario_MtCO2.csv
@@ -0,0 +1,8 @@
+Emission type,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Natural gas,10.85397264,10.68954822,10.51816669,10.27914022,9.987222661,9.638279831,9.180839788,8.711221512,8.228017237,7.840272845,7.426203883,6.954973183,6.417655877,5.878277222,5.365993826,4.874509011,4.379344942,3.869390655,3.341506343,2.780851678,2.27767496,1.833995422,1.407795449,1.043625132,0.71414925,0.391588661,0.135898101,0.071346339,0.017288933
+Hydrogen,0.000683658,0.000727077,0.000717157,0.000776772,0.00064973,0.00063455,0.000941494,0.000960663,0.00396029,0.005950366,0.007395202,0.009297332,0.011900579,0.014207714,0.017002627,0.019108613,0.021453974,0.023705699,0.026808637,0.034564279,0.040794632,0.045413954,0.049873348,0.053049526,0.05507445,0.056199573,0.057451587,0.05820506,0.057656781
+Bioenergy,0.054906417,0.052795306,0.050624745,0.0485716,0.045784318,0.042564357,0.039093718,0.036562872,0.0340782,0.032123357,0.030184196,0.028349881,0.026298588,0.023529809,0.021869721,0.020201936,0.018541212,0.016810988,0.015086136,0.013360946,0.011635514,0.009997172,0.009759544,0.009645494,0.009605859,0.009566645,0.009534629,0.009503468,0.009472338
+Petrol,18.15053935,17.52993135,16.83781335,15.95845405,14.80362403,13.62691998,12.39501143,11.16067651,9.972336309,8.797047098,7.545288197,6.395609484,5.35452095,4.422152055,3.639418923,2.948135804,2.34051249,1.809247099,1.34977123,0.973495032,0.667412015,0.422194504,0.269737232,0.168717709,0.112201859,0.070691091,0.051806448,0.038983533,0.03010756
+Solid fuel,0.264836707,0.251007922,0.236966918,0.22461675,0.208382505,0.188701242,0.167395804,0.154046927,0.140994923,0.129514446,0.118130671,0.107336084,0.096630557,0.086424594,0.076524733,0.066596892,0.056699072,0.046440719,0.03617493,0.02588364,0.015621381,0.005832849,0.00489016,0.004490291,0.004111161,0.003738591,0.003408833,0.003215632,0.003040882
+Electricity,5.334347153,4.848137534,4.914598454,4.601739131,3.494864333,2.876274052,2.564870682,2.389998047,1.985257621,1.661592418,1.237325455,0.963342404,0.747949022,0.554479806,0.537786999,0.505656989,0.494633554,0.472254317,0.440217351,0.305838433,0.281818872,0.267417716,0.257858059,0.173019581,0.158014742,0.126483519,0.12604585,0.107089365,0.105338071
+Total Emissions,23.54047658,22.43159127,21.80375371,20.60954156,18.34492241,16.54639294,14.99991733,13.5881981,11.99563242,10.49671324,8.820193051,7.3965991,6.140669139,5.014369383,4.21607827,3.493103341,2.875141229,2.322018103,1.831883355,1.327258689,1.001661033,0.745023347,0.587228183,0.404432309,0.33489691,0.262940828,0.244838514,0.213781427,0.20257475
diff --git a/2023-DFES/data/graphs/NetworkAnnualFuelConsumptionBreakdown_NPgPlanningScenario_GWh-yr.csv b/2023-DFES/data/graphs/NetworkAnnualFuelConsumptionBreakdown_NPgPlanningScenario_GWh-yr.csv
new file mode 100644
index 0000000..3620c8b
--- /dev/null
+++ b/2023-DFES/data/graphs/NetworkAnnualFuelConsumptionBreakdown_NPgPlanningScenario_GWh-yr.csv
@@ -0,0 +1,7 @@
+Fuel type,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Natural gas,53.13282085,52.32792356,51.48896951,50.31887711,48.88987008,47.18171055,44.94243092,42.64353589,40.27813412,38.38003155,36.35306385,34.04627562,31.41597747,28.77558852,26.26783741,23.86190039,21.43795253,18.94160297,16.35748161,13.61294144,11.14976973,8.977851094,6.891499162,5.108797398,3.495933276,1.916921189,0.665254067,0.349257581,0.08463351
+Solid fuel,0.778931491,0.738258594,0.696961522,0.660637499,0.61288972,0.555003654,0.492340599,0.453079198,0.41469095,0.380924841,0.347443149,0.315694365,0.28420752,0.254189982,0.225072745,0.195873211,0.166761976,0.13659035,0.106396853,0.076128352,0.045945238,0.017155439,0.014382823,0.013206738,0.012091649,0.010995857,0.010025978,0.009457742,0.008943769
+Petroleum,74.04434804,71.49879131,68.65574047,65.02666729,60.28360617,55.48321389,50.47066188,45.40402314,40.53643516,35.70762412,30.5554031,25.83388586,21.57096479,17.76077072,14.57126362,11.76454965,9.307490012,7.171547064,5.335305757,3.845453143,2.644708118,1.694406957,1.076805078,0.667724326,0.438689889,0.272405402,0.195002807,0.142304059,0.106090039
+Hydrogen,0.008665637,0.010189035,0.012560961,0.015949707,0.018421935,0.021838353,0.026750654,0.031719783,0.133325141,0.237549969,0.346393774,0.486893161,0.645409579,0.829372969,1.032309103,1.222628164,1.435789166,1.674208179,2.018657855,2.452796546,2.829535777,3.094175924,3.373691139,3.565550821,3.681565293,3.791104956,3.867442911,3.944362693,3.947998708
+Bioenergy,3.512886537,3.377818664,3.238947247,3.107587944,2.929259011,2.72324741,2.501197541,2.33927524,2.180307073,2.055237162,1.931170595,1.813811937,1.682571241,1.50542601,1.399214365,1.292510304,1.18625795,1.07555904,0.96520387,0.854827005,0.744434673,0.639614362,0.624410981,0.617114152,0.614578287,0.612069408,0.610021021,0.608027412,0.606035703
+Electricity,35.94381194,36.06186494,36.35850758,36.83997375,37.57741574,38.61975801,40.00863838,41.6935327,43.91554218,45.98192321,48.02241182,50.19708776,52.37522558,54.92243512,57.33254914,59.43050057,61.45301793,63.33642689,65.05045544,66.54649409,67.87146549,69.00722751,69.96278886,70.77192916,71.46123151,72.14521235,72.79739976,72.91740309,72.94932022
diff --git a/2023-DFES/data/graphs/NetworkAnnualGrossPeakDemandBreakdown_NPgBestView_GW.csv b/2023-DFES/data/graphs/NetworkAnnualGrossPeakDemandBreakdown_NPgBestView_GW.csv
new file mode 100644
index 0000000..6d058f3
--- /dev/null
+++ b/2023-DFES/data/graphs/NetworkAnnualGrossPeakDemandBreakdown_NPgBestView_GW.csv
@@ -0,0 +1,6 @@
+Demand breakdown,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Domestic,1.901,1.894,1.896,1.897,1.902,1.905,1.915,1.924,1.932,1.942,1.944,1.946,1.948,1.948,1.939,1.931,1.923,1.914,1.906,1.898,1.891,1.883,1.875,1.867,1.859,1.851,1.843,1.836,1.830
+I & C,3.947,4.136,4.299,4.362,4.345,4.364,4.377,4.353,4.357,4.339,4.322,4.306,4.291,4.517,4.505,4.494,4.483,4.473,4.464,4.456,4.448,4.440,4.433,4.426,4.420,4.414,4.407,4.401,4.395
+Heat pumps - domestic,0.043,0.053,0.072,0.118,0.185,0.265,0.284,0.297,0.311,0.324,0.337,0.351,0.365,0.426,0.647,0.868,1.083,1.289,1.471,1.631,1.776,1.977,2.183,2.387,2.589,2.790,2.989,3.187,3.333
+Heat pumps - I & C,0.042,0.046,0.051,0.055,0.060,0.071,0.082,0.092,0.102,0.110,0.119,0.127,0.135,0.143,0.220,0.296,0.370,0.442,0.510,0.576,0.639,0.701,0.762,0.823,0.883,0.942,1.000,1.057,1.114
+EV,0.051,0.073,0.128,0.192,0.278,0.363,0.449,0.537,0.644,0.747,0.838,0.921,0.995,1.056,1.106,1.149,1.186,1.217,1.242,1.262,1.277,1.288,1.296,1.301,1.305,1.307,1.310,1.313,1.317
diff --git a/2023-DFES/data/graphs/NetworkEnergyConsumptionBreakdown_NPgBestView_TWh.csv b/2023-DFES/data/graphs/NetworkEnergyConsumptionBreakdown_NPgBestView_TWh.csv
new file mode 100644
index 0000000..05ffb0b
--- /dev/null
+++ b/2023-DFES/data/graphs/NetworkEnergyConsumptionBreakdown_NPgBestView_TWh.csv
@@ -0,0 +1,6 @@
+Consumption type,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Domestic,10.51,10.46,10.46,10.45,10.46,10.46,10.48,10.50,10.52,10.56,10.57,10.58,10.59,10.59,10.54,10.49,10.45,10.40,10.36,10.31,10.27,10.23,10.18,10.14,10.10,10.06,10.01,9.97,9.94
+I & C,23.21,23.49,23.69,23.74,23.63,23.52,23.39,23.27,23.19,23.09,22.99,22.90,22.82,23.15,23.08,23.01,22.95,22.89,22.84,22.79,22.74,22.70,22.66,22.62,22.58,22.54,22.51,22.47,22.43
+Heat pumps - domestic,0.17,0.22,0.29,0.48,0.75,1.07,1.15,1.21,1.26,1.32,1.37,1.43,1.48,1.73,2.62,3.51,4.37,5.20,5.94,6.58,7.17,7.97,8.80,9.63,10.44,11.25,12.06,12.86,13.45
+Heat pumps - I & C,0.14,0.16,0.17,0.19,0.20,0.24,0.28,0.31,0.35,0.38,0.40,0.43,0.46,0.49,0.75,1.01,1.26,1.51,1.74,1.97,2.18,2.39,2.60,2.81,3.01,3.21,3.41,3.61,3.80
+EV,0.28,0.45,0.83,1.28,1.90,2.51,3.12,3.76,4.53,5.27,5.92,6.52,7.05,7.48,7.84,8.15,8.41,8.64,8.82,8.96,9.06,9.14,9.19,9.23,9.25,9.27,9.29,9.31,9.33
diff --git a/2023-DFES/data/graphs/RenewableGenerationInstalled_GW.csv b/2023-DFES/data/graphs/RenewableGenerationInstalled_GW.csv
new file mode 100644
index 0000000..b1aae05
--- /dev/null
+++ b/2023-DFES/data/graphs/RenewableGenerationInstalled_GW.csv
@@ -0,0 +1,6 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Consumer Transformation,3017.102221,3674.610972,4104.472315,4556.591984,4737.644839,4935.494418,5216.514075,5550.316855,5922.226153,6337.386018,6779.682217,7150.240068,7624.024034,8020.53607,8444.190277,8835.981551,9269.443836,9707.877092,10214.67277,10697.67691,11212.93972,11649.80625,12123.01025,12566.77244,12940.88475,13248.05928,13559.95093,13873.35689,14173.55207
+System Transformation,3017.102221,3651.305541,4048.369636,4451.853584,4573.686057,4702.141946,4821.218925,4978.801479,5187.619034,5416.894823,5655.350317,5855.733677,6108.481886,6292.732709,6472.066361,6603.847288,6762.307908,6910.276526,7126.995515,7325.358502,7553.982171,7755.473533,7973.969675,8191.761133,8350.974089,8574.877351,8792.349718,9016.24079,9210.173616
+Leading The Way,3017.102221,3863.087983,4481.550336,5122.265016,5388.276871,5669.60855,5986.891357,6344.282137,6722.909857,7146.812793,7601.599095,8016.47844,8475.064767,8876.862639,9253.51898,9600.44678,9975.613168,10398.26514,10887.69888,11348.43409,11794.91983,12270.3411,12679.37712,13022.7719,13333.04459,13600.08967,13872.37507,14147.48875,14416.72323
+NPg Best View,3017.102221,3867.822983,4491.020336,5136.470016,5407.216871,5694.31045,6044.993107,6437.462887,6849.482607,7310.648543,7806.440845,8266.11419,8773.099517,9231.097389,9668.89173,10082.20953,10529.40792,11030.11189,11585.63863,12110.63884,12622.00358,13162.56185,13625.28587,14021.37365,14348.11934,14608.22042,14873.35182,15140.3615,15394.47398
+Falling Short,3017.102221,3502.11639,3721.514177,3923.984979,3984.684582,4054.579693,4112.300342,4184.466523,4279.668456,4400.176736,4545.914944,4677.788495,4833.452258,4959.508445,5056.440278,5127.42196,5203.046142,5276.371289,5413.956007,5558.392201,5703.959123,5853.851647,6012.96988,6181.918368,6354.789959,6533.237463,6714.500634,6879.576829,7043.38033
diff --git a/2023-DFES/data/graphs/TotalNumberOfBusesAndHGVs.csv b/2023-DFES/data/graphs/TotalNumberOfBusesAndHGVs.csv
new file mode 100644
index 0000000..45861f9
--- /dev/null
+++ b/2023-DFES/data/graphs/TotalNumberOfBusesAndHGVs.csv
@@ -0,0 +1,6 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Consumer Transformation,674,1102,1854,2927,4434,6482,9161,12519,16537,21136,26235,31762,37630,43706,49806,55729,61296,66371,70861,74713,77900,80433,82361,83769,84761,85444,85908,86222,86438
+System Transformation,674,1102,1849,2910,4394,6407,9032,12327,16264,20757,25697,31011,36606,42354,48086,53624,58810,63523,67685,71252,74204,76549,78334,79635,80549,81171,81587,81862,82044
+Leading The Way,674,1266,2245,3636,5594,8238,11657,15898,20913,26561,32640,38945,45241,51323,57027,62235,66855,70833,74156,76856,78988,80618,81826,82694,83300,83714,83994,84184,84316
+NPg Best View,674,1266,2245,3636,5594,8238,11657,15898,20913,26561,32640,38945,45241,51323,57027,62235,66855,70833,74156,76856,78988,80618,81826,82694,83300,83714,83994,84184,84316
+Falling Short,674,996,1595,2451,3650,5286,7445,10200,13561,17467,21810,26469,31347,36387,41562,46841,52137,57311,62214,66716,70715,74153,77002,79263,80975,82207,83058,83628,84004
diff --git a/2023-DFES/data/graphs/TotalNumberOfEVs.csv b/2023-DFES/data/graphs/TotalNumberOfEVs.csv
new file mode 100644
index 0000000..d1b84d5
--- /dev/null
+++ b/2023-DFES/data/graphs/TotalNumberOfEVs.csv
@@ -0,0 +1,6 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Consumer Transformation,86795,153049,291878,472997,733675,1000837,1287530,1587474,1938473,2287355,2622073,2939315,3234856,3489277,3701156,3889277,4054326,4197444,4318289,4411151,4486308,4546045,4593218,4631368,4655354,4676142,4696131,4715092,4734509
+System Transformation,86795,153129,298536,483066,731753,987150,1261965,1550371,1847688,2143384,2427887,2697655,2949034,3180653,3373114,3544331,3695330,3827598,3941590,4031025,4105154,4166033,4216062,4257296,4284594,4307438,4327998,4346502,4363521
+Leading The Way,86795,149290,283327,455591,698142,947257,1214648,1493231,1817732,2140619,2448543,2737620,3004082,3231138,3416975,3579054,3718860,3837763,3935422,4013092,4074428,4121030,4155753,4181910,4199614,4214006,4227027,4239591,4252384
+NPg Best View,86795,149290,283327,455591,698142,947257,1214648,1493231,1817732,2140619,2448543,2737620,3004082,3231138,3416975,3579054,3718860,3837763,3935422,4013092,4074428,4121030,4155753,4181910,4199614,4214006,4227027,4239591,4252384
+Falling Short,86795,137218,207919,302845,429311,578584,768010,991882,1214726,1434570,1644820,1843876,2029797,2202354,2347071,2479110,2599270,2708008,2804867,2884593,2952783,3009550,3056381,3094188,3119887,3140904,3158494,3174142,3188191
diff --git a/2023-DFES/data/graphs/TotalNumberOfHeatPumps.csv b/2023-DFES/data/graphs/TotalNumberOfHeatPumps.csv
new file mode 100644
index 0000000..f5b7e58
--- /dev/null
+++ b/2023-DFES/data/graphs/TotalNumberOfHeatPumps.csv
@@ -0,0 +1,6 @@
+Scenario,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031,2032,2033,2034,2035,2036,2037,2038,2039,2040,2041,2042,2043,2044,2045,2046,2047,2048,2049,2050
+Consumer Transformation,49147,64273,86121,131735,194130,268840,299538,324625,349942,375497,401208,426601,453136,511397,704073,897016,1085581,1267598,1430085,1576139,1709222,1886972,2070872,2254907,2437740,2620217,2802473,2984685,3126136
+System Transformation,49147,60069,75765,92793,111231,131174,151986,174392,200303,226400,252592,278377,305266,373010,401267,448407,509499,581507,662282,748632,845025,954993,1081947,1227539,1391575,1567104,1754283,1954452,2153549
+Leading The Way,49147,66184,92622,152241,231504,321835,359933,386562,454906,663193,871487,1076152,1277159,1476877,1678542,1878427,2072628,2256264,2410792,2547100,2673767,2852571,3042645,3191142,3200769,3210463,3220169,3229910,3240100
+NPg Best View,49147,64273,86121,131735,194130,268840,299538,324625,349942,375497,401208,426601,453136,511397,704073,897016,1085581,1267598,1430085,1576139,1709222,1886972,2070872,2254907,2437740,2620217,2802473,2984685,3126136
+Falling Short,49147,58995,63959,80868,99091,118823,139351,160584,182353,204283,226319,248027,266531,287870,310581,331379,345160,358224,371302,384405,397590,410663,423696,436770,449918,463082,476249,488549,497660