[ADD] update all figures with GomSpace data

hollydinkel · Jul 24, 2024 · 635229a · 635229a
1 parent 0d50f50
commit 635229a
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Showing 22 changed files with 39 additions and 31 deletions.
diff --git a/financial_data/company_metadata.json b/financial_data/company_metadata.json
@@ -7,23 +7,31 @@
         "color" : [0, 96, 176],
         "style" : ":"
         },
-    "planet":
+    "GomSpace":
+        {"file" : "GomSpace.xlsx",
+        "start_date" : "2019-12-31",
+        "end_date" : "2023-12-31",
+        "sheet" : ["consolidated"],
+        "color" : [229, 95, 147],
+        "style" : "dashdot"
+        },
+    "Planet":
         {"file" : "planet.xlsx",
         "start_date" : "2021-01-31",
         "end_date" : "2024-04-30",
         "sheet" : ["consolidated"],
         "color" : [139, 60, 103],
         "style" : "-"
         },
-    "satellogic":
+    "Satellogic":
         {"file" : "satellogic.xlsx",
         "start_date" : "2021-12-31",
         "end_date" : "2023-12-31",
         "sheet" : ["consolidated"],
         "color" : [6, 32, 92],
         "style" : "--"
 	    },
-    "synspective":
+    "Synspective":
         {"file" : "synspective.xlsx",
         "start_date" : "2018-12-31",
         "end_date" : "2022-12-31",

diff --git a/images/acf_analysis/diffAssets_acf.png b/images/acf_analysis/diffAssets_acf.png
diff --git a/images/acf_analysis/diffAssets_pacf.png b/images/acf_analysis/diffAssets_pacf.png
diff --git a/images/acf_analysis/diffEquity_acf.png b/images/acf_analysis/diffEquity_acf.png
diff --git a/images/acf_analysis/diffEquity_pacf.png b/images/acf_analysis/diffEquity_pacf.png
diff --git a/images/acf_analysis/diffLiabilities_acf.png b/images/acf_analysis/diffLiabilities_acf.png
diff --git a/images/acf_analysis/diffLiabilities_pacf.png b/images/acf_analysis/diffLiabilities_pacf.png
diff --git a/images/acf_analysis/lnAssets_acf.png b/images/acf_analysis/lnAssets_acf.png
diff --git a/images/acf_analysis/lnAssets_pacf.png b/images/acf_analysis/lnAssets_pacf.png
diff --git a/images/acf_analysis/lnEquity_acf.png b/images/acf_analysis/lnEquity_acf.png
diff --git a/images/acf_analysis/lnEquity_pacf.png b/images/acf_analysis/lnEquity_pacf.png
diff --git a/images/acf_analysis/lnLiabilities_acf.png b/images/acf_analysis/lnLiabilities_acf.png
diff --git a/images/acf_analysis/lnLiabilities_pacf.png b/images/acf_analysis/lnLiabilities_pacf.png
diff --git a/images/asset_turnover.png b/images/asset_turnover.png
diff --git a/images/financial_leverage.png b/images/financial_leverage.png
diff --git a/images/npm.png b/images/npm.png
diff --git a/images/roe.png b/images/roe.png
diff --git a/images/total_asset_growth_rate.png b/images/total_asset_growth_rate.png
diff --git a/images/total_equity_growth_rate.png b/images/total_equity_growth_rate.png
diff --git a/images/total_liabilities_growth_rate.png b/images/total_liabilities_growth_rate.png
diff --git a/src/plot_utils.py b/src/plot_utils.py
@@ -7,7 +7,7 @@ def plot_growth_rate(fig, ax, data, key, company_metadata, company, ylabel):
     ax.set_ylabel(ylabel, fontsize=16)
     company_color = np.array(company_metadata[company]["color"]) / 255
     ax.plot(data["Quarter"].values[1:], data[key], color=company_color, linestyle=company_metadata[company]["style"], label=company, linewidth=10)
-    ax.legend(ncol=4, bbox_to_anchor=(.95, -0.15), fancybox=True, title="Company", fontsize='16', frameon=True)
+    ax.legend(ncol=4, bbox_to_anchor=(0.98, -0.15), fancybox=True, title="Company", fontsize='16', frameon=True)
     fig.tight_layout()
     box = ax.get_position()
     ax.set_position([box.x0, box.y0 + box.height * 0.2, box.width, box.height * 0.8])
@@ -20,7 +20,7 @@ def plot_kpis(fig, ax, data, key, company_metadata, company, ylabel):
     ax.set_ylabel(ylabel, fontsize=16)
     company_color = np.array(company_metadata[company]["color"]) / 255
     ax.plot(data["Quarter"].values[:], data[key], color=company_color, linestyle=company_metadata[company]["style"], label=company, linewidth=10)
-    ax.legend(ncol=4, bbox_to_anchor=(0.8, -0.15), fancybox=True, title="Company", fontsize='16', frameon=True)
+    ax.legend(ncol=4, bbox_to_anchor=(0.93, -0.15), fancybox=True, title="Company", fontsize='16', frameon=True)
     fig.tight_layout()
     box = ax.get_position()
     ax.set_position([box.x0, box.y0 + box.height * 0.2, box.width, box.height * 0.8])

diff --git a/src/process.py b/src/process.py
@@ -49,7 +49,7 @@ def transform_financial_metrics(company, filtered_data):
         "diffLogLiabilities": diffLogLiabilities,
         "diffLogEquity": diffLogEquity
     }
-    if company == "synspective":
+    if company == "Synspective":
             print("Not enough revenue data")
     else:
         revenue = filtered_data["Revenue"].values.astype(int)
@@ -77,18 +77,18 @@ def transform_financial_metrics(company, filtered_data):
 exchange_rate = pd.read_csv(exchange_rate_file, header=None, names=['Date', 'Value'])
 exchange_rate['Date'] = pd.to_datetime(exchange_rate['Date'])
 
-fig1, ax1 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig2, ax2 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig21, ax21 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig22, ax22 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig23, ax23 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig24, ax24 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig25, ax25 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig26, ax26 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig27, ax27 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig28, ax28 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig29, ax29 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
-fig30, ax30 = plt.subplots(2, 2, figsize=(12, 10), dpi=300)
+fig1, ax1 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig2, ax2 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig21, ax21 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig22, ax22 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig23, ax23 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig24, ax24 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig25, ax25 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig26, ax26 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig27, ax27 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig28, ax28 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig29, ax29 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
+fig30, ax30 = plt.subplots(2, 3, figsize=(12, 10), dpi=300)
 fig3, ax3 = plt.subplots(figsize=(10, 6), dpi=300)
 fig4, ax4 = plt.subplots(figsize=(10, 6), dpi=300)
 fig5, ax5 = plt.subplots(figsize=(10, 6), dpi=300)
@@ -115,24 +115,24 @@ def transform_financial_metrics(company, filtered_data):
     transformed_data = transform_financial_metrics(company, filtered_data)
     company_color = np.asarray(company_metadata[company]["color"]) / 255 # normalized color coordinates
 
-    plot_acf(transformed_data["lnAssets"], lags=3, title=company, ax = ax1[i//2, i%2], color = 'red')
-    plot_pacf(transformed_data["lnAssets"], lags=2, title=company, ax = ax2[i//2, i%2], color = 'red')
-    plot_acf(transformed_data["lnLiabilities"], lags=3, title=company, ax = ax21[i//2, i%2], color = 'red')
-    plot_pacf(transformed_data["lnLiabilities"], lags=3, title=company, ax = ax22[i//2, i%2], color = 'red')
-    plot_acf(transformed_data["lnEquity"], lags=3, title=company, ax = ax23[i//2, i%2], color = 'red')
-    plot_pacf(transformed_data["lnEquity"], lags=3, title=company, ax = ax24[i//2, i%2], color = 'red')
-    plot_acf(transformed_data["diffAssets"], lags=3, title=company, ax = ax25[i//2, i%2], color = 'red')
-    plot_pacf(transformed_data["diffAssets"], lags=2, title=company, ax = ax26[i//2, i%2], color = 'red')
-    plot_acf(transformed_data["diffLiabilities"], lags=3, title=company, ax = ax27[i//2, i%2], color = 'red')
-    plot_pacf(transformed_data["diffLiabilities"], lags=2, title=company, ax = ax28[i//2, i%2], color = 'red')
-    plot_acf(transformed_data["diffEquity"], lags=3, title=company, ax = ax29[i//2, i%2], color = 'red')
-    plot_pacf(transformed_data["diffEquity"], lags=2, title=company, ax = ax30[i//2, i%2], color = 'red')
+    plot_acf(transformed_data["lnAssets"], lags=3, title=company, ax = ax1[i//3, i%3], color = 'red')
+    plot_pacf(transformed_data["lnAssets"], lags=2, title=company, ax = ax2[i//3, i%3], color = 'red')
+    plot_acf(transformed_data["lnLiabilities"], lags=3, title=company, ax = ax21[i//3, i%3], color = 'red')
+    plot_pacf(transformed_data["lnLiabilities"], lags=3, title=company, ax = ax22[i//3, i%3], color = 'red')
+    plot_acf(transformed_data["lnEquity"], lags=3, title=company, ax = ax23[i//3, i%3], color = 'red')
+    plot_pacf(transformed_data["lnEquity"], lags=3, title=company, ax = ax24[i//3, i%3], color = 'red')
+    plot_acf(transformed_data["diffAssets"], lags=3, title=company, ax = ax25[i//3, i%3], color = 'red')
+    plot_pacf(transformed_data["diffAssets"], lags=2, title=company, ax = ax26[i//3, i%3], color = 'red')
+    plot_acf(transformed_data["diffLiabilities"], lags=3, title=company, ax = ax27[i//3, i%3], color = 'red')
+    plot_pacf(transformed_data["diffLiabilities"], lags=2, title=company, ax = ax28[i//3, i%3], color = 'red')
+    plot_acf(transformed_data["diffEquity"], lags=3, title=company, ax = ax29[i//3, i%3], color = 'red')
+    plot_pacf(transformed_data["diffEquity"], lags=2, title=company, ax = ax30[i//3, i%3], color = 'red')
 
     fig3 = plot_growth_rate(fig3, ax3, transformed_data, "growthAssets", company_metadata, company, 'Total Asset Growth Rate (%)')
     fig4 = plot_growth_rate(fig4, ax4, transformed_data, "growthLiabilities", company_metadata, company, 'Total Liabilities Growth Rate (%)')
     fig5 = plot_growth_rate(fig5, ax5, transformed_data, "growthEquity", company_metadata, company, 'Total Equity Growth Rate (%)')
 
-    if company == "synspective":
+    if company == "Synspective":
         continue
     else:
         fig6 = plot_kpis(fig6, ax6, transformed_data, "financialLeverage", company_metadata, company, 'Financial Leverage')