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app.py

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+import streamlit as st
+import pandas as pd
+import plotly.graph_objects as go
+import matplotlib.pyplot as plt
+
+# Sayfa Genişliği ve Ayarlar
+st.set_page_config(page_title="World Data Analysis", layout="wide")
+
+# --- SIDEBAR (SOL TARAF) ---
+st.sidebar.header("📊 Analysis Notes / Analiz Notları")
+
+# İngilizce Notlar (Üstte)
+st.sidebar.markdown("""
+**EN:** Analysis shows that developed countries have high GDP and internet usage. 
+It has also been observed that CO2 emissions are high in these countries. 
+In low-income countries, energy and internet usage are found to be lower. 
+In some cases, an inverse relationship between forest rate and CO2 emissions has been seen.
+
+**Examples:**
+* **High GDP & CO2:** USA, China, Germany.
+* **Low Income & Energy:** Afghanistan, Yemen, Zambia.
+""")
+
+st.sidebar.markdown("---") # Ayırıcı çizgi
+
+# Türkçe Notlar (Altta)
+st.sidebar.markdown("""
+**TR:** Analiz sonucunda gelişmiş ülkelerde GDP ve internet kullanımının yüksek olduğu görülmüştür. 
+Aynı zamanda bu ülkelerde CO2 emisyonunun da yüksek olduğu tespit edilmiştir. 
+Düşük gelirli ülkelerde ise enerji ve internet kullanımının daha düşük olduğu gözlemlenmiştir. 
+Orman oranı ile CO2 emisyonu arasında bazı durumlarda ters ilişki olduğu görülmüştür.
+
+**Örnekler:**
+* **Yüksek GDP & CO2:** ABD (USA), Çin (China), Almanya.
+* **Düşük Gelir & Enerji:** Afganistan, Yemen, Zambiya.
+""")
+
+# --- DATA LOAD ---
+try:
+    df = pd.read_csv("us_pollution_cleaned.csv") # Dosya adını kontrol et!
+except:
+    st.error("Dosya bulunamadı! / File not found!")
+    st.stop()
+
+# GDP_LEVEL Sütununu Oluşturma (Emin olmak için)
+if 'GDP' in df.columns and 'GDP_LEVEL' not in df.columns:
+    df['GDP_LEVEL'] = pd.cut(df['GDP'], bins=[0, 2000, 10000, 100000], labels=['Low', 'Medium', 'High'])
+
+# --- ANA SAYFA BAŞLIK ---
+st.title("🌍 World Data Analysis Dashboard / Dünya Veri Analizi Paneli")
+st.write("Veri Analizi ve Görselleştirme / Data Analysis and Visualization")
+st.divider()
+
+# ==========================================
+# --- 1. HARİTA (EN ÜSTTE VE GENİŞ) ---
+# ==========================================
+st.subheader("🗺️ World GDP Map / Dünya GSYİH Haritası")
+fig_map = go.Figure(data=dict(
+    type="choropleth",
+    colorscale='Viridis',
+    locations=df["COUNTRY"],
+    locationmode="country names",
+    z=df["GDP"],
+    colorbar={'title': "GDP"}
+))
+# Haritayı biraz daha basık yapıyoruz (yüksekliği 350)
+fig_map.update_layout(height=350, margin={"r":0,"t":0,"l":0,"b":0})
+st.plotly_chart(fig_map, use_container_width=True)
+
+st.divider()
+
+# ==========================================
+# --- 2. KÜÇÜK GRAFİKLER (ALTTAN VE YAN YANA) ---
+# ==========================================
+col1, col2 = st.columns(2)
+
+with col1:
+    st.subheader("📊 GDP vs CO2")
+    # figsize=(4, 3) ile çok daha küçük bir ebat
+    fig1, ax1 = plt.subplots(figsize=(4, 3)) 
+    ax1.scatter(df['GDP'], df['CO2'], color='royalblue', alpha=0.6, s=15) # s=15 noktaları küçültür
+    ax1.set_xlabel("GDP", fontsize=10)
+    ax1.set_ylabel("CO2", fontsize=10)
+    # Eksen yazılarını küçültme
+    ax1.tick_params(axis='both', which='major', labelsize=8)
+    st.pyplot(fig1)
+
+with col2:
+    st.subheader("Pie Chart / Gelir Seviyesi Dağılımı")
+    # figsize=(4, 3) ile çok daha küçük bir ebat
+    fig2, ax2 = plt.subplots(figsize=(4, 3))
+    df['GDP_LEVEL'].value_counts().plot.pie(
+        autopct='%1.1f%%', 
+        ax=ax2, 
+        colors=['#ff9999','#66b3ff','#99ff99'],
+        textprops={'fontsize': 8} # Yüzde yazılarını küçültür
+    )
+    ax2.set_ylabel("") # Yan taraftaki etiketi siler
+    st.pyplot(fig2)
+
+st.divider()
+st.write("✅ Proje tamamlandı / Project completed")

us_pollution_cleaned.csv

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+COUNTRY,REGION,GDP,POPULATION,CO2,ENERGY,FOREST,INTERNET,GDP_LEVEL
+Afghanistan,SouthernAsia,623.2,35530,63,78.2,9.8,42,Low
+Albania,SouthernEurope,3984.2,2930,84,94.9,5.7,130,Medium
+Algeria,NorthernAfrica,4154.1,41318,5900,84.3,145.4,135,Medium
+Andorra,SouthernEurope,39896.4,77,1,100.0,0.5,13,High
+Angola,MiddleAfrica,4714.1,29784,3902,75.4,34.8,146,Medium
+Argentina,SouthAmerica,14564.5,44271,3167,99.0,204.0,256,High
+Armenia,WesternAsia,3489.1,2930,48,100.0,5.5,114,Medium
+Aruba,Caribbean,26005.4,105,1,98.1,0.9,32,High
+Australia,Oceania,51352.2,24451,15282,100.0,361.3,948,
+Austria,WesternEurope,44117.7,8736,505,100.0,58.7,118,High
+Azerbaijan,WesternAsia,5438.7,9828,2459,94.7,37.5,97,Medium
+Bahrain,WesternAsia,22600.2,1493,961,100.0,31.3,36,High
+Bangladesh,SouthernAsia,1207.9,164670,1438,86.5,73.2,151,Low
+Barbados,Caribbean,15429.4,286,2,99.7,1.3,56,High
+Belarus,EasternEurope,5750.8,9468,155,99.9,63.5,25,Medium
+Belgium,WesternEurope,40277.8,11429,520,100.0,93.4,37,High
+Belize,CentralAmerica,4789.4,375,9,98.9,0.5,117,Medium
+Benin,WesternAfrica,779.1,11176,96,85.2,6.3,88,Low
+Bhutan,SouthernAsia,2677.1,808,75,100.0,1.0,71,Medium
+Bolivia (Plurinational State of),SouthAmerica,3076.8,11052,962,96.7,20.4,231,Medium
+Bosnia and Herzegovina,SouthernEurope,4265.0,3507,252,99.7,22.2,91,Medium
+Botswana,SouthernAfrica,6360.6,2292,47,99.2,7.0,28,Medium
+Brazil,SouthAmerica,8528.3,209288,10948,100.0,529.8,990,Medium
+Bulgaria,EasternEurope,6846.8,7085,474,99.6,42.4,104,Medium
+Burkina Faso,WesternAfrica,611.1,19193,123,97.5,2.8,31,Low
+Burundi,EasternAfrica,244.6,10864,56,91.1,0.4,61,Low
+Cabo Verde,WesternAfrica,3080.2,546,2,94.0,0.5,65,Medium
+Cambodia,South-easternAsia,1158.7,16005,178,100.0,6.7,255,Low
+Cameroon,MiddleAfrica,1217.3,24054,408,94.8,7.0,775,Low
+Canada,NorthernAmerica,43205.6,36624,19276,100.0,537.2,122,High
+Central African Republic,MiddleAfrica,333.2,4659,19,89.6,0.3,60,Low
+Chad,MiddleAfrica,713.0,14900,288,71.8,0.7,43,Low
+Chile,SouthAmerica,13416.2,18055,540,99.7,82.6,197,High
+China,EasternAsia,8109.1,1409517,101394,97.5,10291.9,1080,Medium
+Colombia,SouthAmerica,6056.1,49066,5380,96.8,84.1,835,Medium
+Comoros,EasternAfrica,1368.9,814,3,92.6,0.2,114,Low
+Congo,MiddleAfrica,1838.1,5261,648,95.8,3.1,134,Low
+Costa Rica,CentralAmerica,11015.0,4906,110,99.6,7.8,340,High
+Croatia,SouthernEurope,11479.4,4189,182,99.6,16.8,176,High
+Cuba,Caribbean,7656.6,11485,212,96.4,34.8,339,Medium
+Cyprus,WesternAsia,21941.9,1180,5,100.0,6.1,72,High
+Czechia,EasternEurope,17561.7,10618,1221,100.0,96.5,53,High
+Democratic People's Republic of Korea,EasternAsia,648.0,25491,871,99.9,40.5,78,Low
+Democratic Republic of the Congo,MiddleAfrica,486.2,81340,1179,81.1,4.7,349,Low
+Denmark,NorthernEurope,53149.3,5734,666,100.0,33.5,47,
+Djibouti,EasternAfrica,1956.3,957,3,97.4,0.7,98,Low
+Dominican Republic,Caribbean,6373.6,10767,28,85.4,21.5,184,Medium
+Ecuador,SouthAmerica,6205.1,16625,1247,93.4,43.9,2358,Medium
+Egypt,NorthernAfrica,3452.3,97553,3509,100.0,201.9,156,Medium
+El Salvador,CentralAmerica,4219.4,6378,86,97.5,6.3,86,Medium
+Equatorial Guinea,MiddleAfrica,16344.1,1268,841,72.5,5.3,177,High
+Eritrea,EasternAfrica,914.9,5069,27,73.2,0.7,122,Low
+Estonia,NorthernEurope,17112.0,1310,242,100.0,19.5,23,High
+Ethiopia,EasternAfrica,602.8,104957,1308,93.1,11.6,148,Low
+Fiji,Melanesia,4921.9,906,8,99.5,1.2,291,Medium
+Finland,NorthernEurope,42148.1,5523,757,100.0,47.3,36,High
+France,WesternEurope,36304.2,64980,5694,100.0,303.3,278,High
+French Polynesia,Polynesia,18161.0,283,1,100.0,0.8,175,High
+Gabon,MiddleAfrica,7960.7,2025,559,97.2,5.2,270,Medium
+Gambia,WesternAfrica,473.2,2101,7,94.2,0.5,67,Low
+Georgia,WesternAsia,3491.4,3912,61,100.0,9.0,120,Medium
+Germany,WesternEurope,41686.2,82114,5004,100.0,719.9,116,High
+Ghana,WesternAfrica,1355.6,28834,410,92.6,14.5,238,Low
+Greece,SouthernEurope,17788.0,11160,368,100.0,67.3,374,High
+Greenland,NorthernAmerica,36976.7,56,2,100.0,0.5,23,High
+Guatemala,CentralAmerica,3903.5,16914,327,98.4,18.3,290,Medium
+Guinea-Bissau,WesternAfrica,530.0,1861,25,98.8,0.3,77,Low
+Guinea,WesternAfrica,703.9,12717,113,92.7,2.4,185,Low
+Guyana,SouthAmerica,4278.8,778,7,98.2,2.0,94,Medium
+Haiti,Caribbean,793.7,10981,136,64.9,2.9,205,Low
+Honduras,CentralAmerica,2521.9,9265,105,97.4,9.5,301,Medium
+Hungary,EasternEurope,12350.6,9722,423,100.0,42.1,66,High
+Iceland,NorthernEurope,50936.0,335,284,100.0,2.0,27,
+India,SouthernAsia,1614.2,1339180,23103,97.1,2238.4,1052,Low
+Indonesia,South-easternAsia,3346.5,263991,19481,94.2,464.2,1281,Medium
+Iran (Islamic Republic of),SouthernAsia,5038.1,81163,13291,97.7,649.5,134,Medium
+Iraq,WesternAsia,4509.0,38275,6744,93.8,168.4,72,Medium
+Ireland,NorthernEurope,60513.6,4762,84,97.9,34.1,50,
+Israel,WesternAsia,37129.4,8322,313,100.0,64.6,174,High
+Italy,SouthernEurope,30462.4,59360,1539,100.0,320.4,359,High
+Jamaica,Caribbean,5105.8,2890,8,97.5,7.4,311,Medium
+Japan,EasternAsia,34628.7,127484,1114,100.0,1214.0,404,High
+Jordan,WesternAsia,4940.1,9702,7,97.8,26.5,113,Medium
+Kazakhstan,CentralAsia,10312.1,18204,7091,99.4,248.3,82,High
+Kenya,EasternAfrica,1376.7,49700,750,81.6,14.3,480,Low
+Kuwait,WesternAsia,29303.9,4136,6941,99.0,95.4,49,High
+Kyrgyzstan,CentralAsia,1106.4,6045,80,96.7,9.6,44,Low
+Lao People's Democratic Republic,South-easternAsia,1850.2,6858,72,85.6,2.0,209,Low
+Latvia,NorthernEurope,13704.1,1950,108,99.8,7.0,30,High
+Lebanon,WesternAsia,8571.4,6082,7,99.0,24.1,87,Medium
+Lesotho,SouthernAfrica,940.6,2233,31,94.6,2.5,18,Low
+Liberia,WesternAfrica,455.9,4732,73,88.6,0.9,172,Low
+Lithuania,NorthernEurope,14383.7,2890,74,99.7,12.8,26,High
+Luxembourg,WesternEurope,100160.8,584,6,100.0,9.7,11,
+Madagascar,EasternAfrica,401.8,25571,129,81.6,3.1,1324,Low
+Malawi,EasternAfrica,372.9,18622,89,95.7,1.3,176,Low
+Malaysia,South-easternAsia,9768.4,31624,3738,100.0,242.8,1272,Medium
+Mali,WesternAfrica,744.3,18542,55,96.5,1.4,42,Low
+Malta,SouthernEurope,23280.7,431,1,100.0,2.3,39,High
+Mauritania,WesternAfrica,1235.0,4420,31,58.4,2.7,86,Low
+Mauritius,EasternAfrica,9040.9,1265,10,99.9,4.2,257,Medium
+Mexico,CentralAmerica,8980.9,129163,8514,97.2,480.3,1162,Medium
+Mongolia,EasternAsia,3973.4,3076,677,66.4,20.8,41,Medium
+Montenegro,SouthernEurope,6424.1,629,29,100.0,2.2,98,Medium
+Morocco,NorthernAfrica,2919.3,35740,78,98.7,59.9,207,Medium
+Mozambique,EasternAfrica,529.2,29669,779,80.6,8.4,309,Low
+Myanmar,South-easternAsia,1161.5,53371,1078,92.7,21.6,321,Low
+Namibia,SouthernAfrica,4673.6,2534,19,98.2,3.8,115,Medium
+Nepal,SouthernAsia,724.5,29305,451,90.9,8.0,104,Low
+Netherlands,WesternEurope,44332.1,17036,2447,100.0,167.3,40,High
+New Caledonia,Melanesia,33965.7,276,1,98.5,4.3,526,High
+New Zealand,Oceania,38294.3,4706,783,100.0,34.7,199,High
+Nicaragua,CentralAmerica,2086.9,6218,91,99.3,4.9,144,Medium
+Niger,WesternAfrica,359.0,21477,101,100.0,2.1,34,Low
+Nigeria,WesternAfrica,2714.5,190886,10851,80.8,96.3,361,Medium
+Norway,NorthernEurope,74185.5,5305,8204,100.0,47.6,64,
+Oman,WesternAsia,15550.8,4636,3101,95.5,61.2,99,High
+Pakistan,SouthernAsia,1410.4,197016,2202,93.9,166.3,140,Low
+Panama,CentralAmerica,13268.1,4099,31,97.7,8.8,383,High
+Papua New Guinea,Melanesia,2797.6,8251,114,88.0,6.3,493,Medium
+Paraguay,SouthAmerica,4174.4,6811,325,100.0,5.7,59,Medium
+Peru,SouthAmerica,6069.1,32166,1020,91.4,61.7,685,Medium
+Philippines,South-easternAsia,2904.2,104918,991,93.7,105.7,783,Medium
+Poland,EasternEurope,12355.5,38171,2819,99.3,285.7,58,High
+Portugal,SouthernEurope,19239.2,10330,250,100.0,45.1,281,High
+Qatar,WesternAsia,73653.4,2639,9166,100.0,107.9,39,
+Republic of Korea,EasternAsia,27396.7,50982,2023,99.7,587.2,111,High
+Republic of Moldova,EasternEurope,1591.4,4051,15,96.9,4.9,35,Low
+Romania,EasternEurope,9120.7,19679,1109,100.0,70.0,104,Medium
+Russian Federation,EasternEurope,9243.3,143990,54829,98.9,1705.3,235,Medium
+Rwanda,EasternAfrica,697.3,12208,84,86.6,0.8,62,Low
+Samoa,Polynesia,4006.0,196,2,97.5,0.2,93,Medium
+Sao Tome and Principe,MiddleAfrica,1752.8,204,1,98.9,0.1,94,Low
+Saudi Arabia,WesternAsia,20710.6,32938,25904,97.0,601.0,131,High
+Senegal,WesternAfrica,901.1,15851,77,92.9,8.9,123,Low
+Serbia,SouthernEurope,5238.6,8791,393,99.4,37.7,71,Medium
+Sierra Leone,WesternAfrica,694.8,7557,53,84.9,1.3,177,Low
+Singapore,South-easternAsia,52239.0,5709,27,100.0,56.4,293,
+Slovakia,EasternEurope,16082.5,5448,264,100.0,30.7,54,High
+Slovenia,SouthernEurope,20689.8,2080,154,99.7,12.8,143,High
+Solomon Islands,Melanesia,1841.6,611,3,93.2,0.2,245,Low
+Somalia,EasternAfrica,144.5,14742,129,69.6,0.6,175,Low
+South Africa,SouthernAfrica,5773.0,56717,7102,99.6,489.8,581,Medium
+South Sudan,EasternAfrica,1067.0,12576,337,66.7,1.5,49,Low
+Spain,SouthernEurope,25865.4,46354,1432,100.0,234.0,617,High
+Sri Lanka,SouthernAsia,3973.7,20877,179,98.5,18.4,587,Medium
+State of Palestine,WesternAsia,2715.5,4921,9,50.7,2.8,31,Medium
+Suriname,SouthAmerica,8985.3,563,44,98.1,2.0,83,Medium
+Swaziland,SouthernAfrica,3211.7,1367,39,93.6,1.2,34,Medium
+Sweden,NorthernEurope,50687.5,9911,1428,100.0,43.4,54,
+Switzerland,WesternEurope,80831.1,8476,552,100.0,35.3,74,
+Syrian Arab Republic,WesternAsia,1534.5,18270,237,92.3,30.7,132,Low
+Tajikistan,CentralAsia,925.9,8921,76,93.1,5.2,45,Low
+Thailand,South-easternAsia,5814.8,69038,3338,97.6,316.2,611,Medium
+The former Yugoslav Republic of Macedonia,SouthernEurope,4836.1,2083,53,99.8,7.5,110,Medium
+Timor-Leste,South-easternAsia,2425.4,1296,143,95.2,0.5,24,Medium
+Togo,WesternAfrica,559.4,7798,111,91.4,2.6,80,Low
+Trinidad and Tobago,Caribbean,19062.9,1369,1663,95.1,46.3,69,High
+Tunisia,NorthernAfrica,3660.9,11532,274,100.0,28.8,96,Medium
+Turkey,WesternAsia,9125.8,80745,1303,100.0,346.0,388,Medium
+Uganda,EasternAfrica,647.7,42863,409,95.5,5.2,196,Low
+Ukraine,EasternEurope,2021.6,44223,3203,95.5,227.3,102,Medium
+United Arab Emirates,WesternAsia,40438.8,9400,8642,99.6,211.4,56,High
+United Kingdom,NorthernEurope,44162.4,66182,4482,100.0,419.8,102,High
+United Republic of Tanzania,EasternAfrica,877.3,57310,935,77.2,11.6,1082,Low
+United States of America,NorthernAmerica,56053.8,324460,83887,99.4,5254.3,1513,
+Uruguay,SouthAmerica,15573.8,3457,113,100.0,6.7,106,High
+Uzbekistan,CentralAsia,2308.3,31911,2339,98.5,105.2,59,Medium
+Vanuatu,Melanesia,2783.0,276,1,98.9,0.2,137,Medium
+Venezuela (Bolivarian Republic of),SouthAmerica,11068.9,31977,7460,95.0,185.2,328,High
+Viet Nam,South-easternAsia,2067.9,95541,2977,99.1,166.9,616,Medium
+Yemen,WesternAsia,1106.4,28250,668,72.0,22.7,298,Low
+Zambia,EasternAfrica,1311.1,17094,374,85.6,4.5,88,Low
+Zimbabwe,EasternAfrica,890.4,16530,482,97.0,12.0,89,Low
+Afghanistan,SouthernAsia,623.2,35530,63,78.2,9.8,42,Low
+Albania,SouthernEurope,3984.2,2930,84,94.9,5.7,130,Medium
+Armenia,WesternAsia,3489.1,2930,48,100.0,5.5,114,Medium
+Azerbaijan,WesternAsia,5438.7,9828,2459,94.7,37.5,97,Medium
+Belize,CentralAmerica,4789.4,375,9,98.9,0.5,117,Medium
+Benin,WesternAfrica,779.1,11176,96,85.2,6.3,88,Low
+Bhutan,SouthernAsia,2677.1,808,75,100.0,1.0,71,Medium
+Bolivia,SouthAmerica,3076.8,11052,962,96.7,20.4,231,Medium
+Brazil,SouthAmerica,8528.3,209288,10948,100.0,529.8,990,Medium
+Burkina Faso,WesternAfrica,611.1,19193,123,97.5,2.8,31,Low
+Burundi,EasternAfrica,244.6,10864,56,91.1,0.4,61,Low
+Cambodia,South-easternAsia,1158.7,16005,178,100.0,6.7,255,Low
+Cameroon,MiddleAfrica,1217.3,24054,408,94.8,7.0,775,Low
+Chile,SouthAmerica,13416.2,18055,540,99.7,82.6,197,High
+China,EasternAsia,8109.1,1409517,101394,97.5,10291.9,1080,Medium
+Colombia,SouthAmerica,6056.1,49066,5380,96.8,84.1,835,Medium
+Congo,MiddleAfrica,1838.1,5261,648,95.8,3.1,134,Low
+Costa Rica,CentralAmerica,11015.0,4906,110,99.6,7.8,340,High
+Cote D'Ivoire,WesternAfrica,1412.9,24295,540,93.1,11.0,249,Low
+Dominican Republic,Caribbean,6373.6,10767,28,85.4,21.5,184,Medium
+Ecuador,SouthAmerica,6205.1,16625,1247,93.4,43.9,2358,Medium
+Egypt,NorthernAfrica,3452.3,97553,3509,100.0,201.9,156,Medium
+El Salvador,CentralAmerica,4219.4,6378,86,97.5,6.3,86,Medium
+Georgia,WesternAsia,3491.4,3912,61,100.0,9.0,120,Medium
+Ghana,WesternAfrica,1355.6,28834,410,92.6,14.5,238,Low
+Guatemala,CentralAmerica,3903.5,16914,327,98.4,18.3,290,Medium
+Haiti,Caribbean,793.7,10981,136,64.9,2.9,205,Low
+Honduras,CentralAmerica,2521.9,9265,105,97.4,9.5,301,Medium
+India,SouthernAsia,1614.2,1339180,23103,97.1,2238.4,1052,Low
+Indonesia,South-easternAsia,3346.5,263991,19481,94.2,464.2,1281,Medium
+Iraq,WesternAsia,4509.0,38275,6744,93.8,168.4,72,Medium
+Israel,WesternAsia,37129.4,8322,313,100.0,64.6,174,High
+Jordan,WesternAsia,4940.1,9702,7,97.8,26.5,113,Medium
+Kenya,EasternAfrica,1376.7,49700,750,81.6,14.3,480,Low
+Kyrgyzstan,CentralAsia,1106.4,6045,80,96.7,9.6,44,Low
+Lao People's Democratic Republic,South-easternAsia,1850.2,6858,72,85.6,2.0,209,Low
+Lebanon,WesternAsia,8571.4,6082,7,99.0,24.1,87,Medium
+Lesotho,SouthernAfrica,940.6,2233,31,94.6,2.5,18,Low
+Liberia,WesternAfrica,455.9,4732,73,88.6,0.9,172,Low
+Madagascar,EasternAfrica,401.8,25571,129,81.6,3.1,1324,Low
+Malawi,EasternAfrica,372.9,18622,89,95.7,1.3,176,Low
+Mali,WesternAfrica,744.3,18542,55,96.5,1.4,42,Low
+Mauritania,WesternAfrica,1235.0,4420,31,58.4,2.7,86,Low
+Mexico,CentralAmerica,8980.9,129163,8514,97.2,480.3,1162,Medium
+Moldova,EasternEurope,1591.4,4051,15,96.9,4.9,35,Low
+Mongolia,EasternAsia,3973.4,3076,677,66.4,20.8,41,Medium
+Mozambique,EasternAfrica,529.2,29669,779,80.6,8.4,309,Low
+Myanmar (Burma),South-easternAsia,1161.5,53371,1078,92.7,21.6,321,Low
+Namibia,SouthernAfrica,4673.6,2534,19,98.2,3.8,115,Medium
+Nepal,SouthernAsia,724.5,29305,451,90.9,8.0,104,Low
+Nicaragua,CentralAmerica,2086.9,6218,91,99.3,4.9,144,Medium
+Nigeria,WesternAfrica,2714.5,190886,10851,80.8,96.3,361,Medium
+Pakistan,SouthernAsia,1410.4,197016,2202,93.9,166.3,140,Low
+Palestine,WesternAsia,2715.5,4921,9,50.7,2.8,31,Medium
+Panama,CentralAmerica,13268.1,4099,31,97.7,8.8,383,High
+Paraguay,SouthAmerica,4174.4,6811,325,100.0,5.7,59,Medium
+Peru,SouthAmerica,6069.1,32166,1020,91.4,61.7,685,Medium
+Philippines,South-easternAsia,2904.2,104918,991,93.7,105.7,783,Medium
+Rwanda,EasternAfrica,697.3,12208,84,86.6,0.8,62,Low
+Samoa,Polynesia,4006.0,196,2,97.5,0.2,93,Medium
+Senegal,WesternAfrica,901.1,15851,77,92.9,8.9,123,Low
+Sierra Leone,WesternAfrica,694.8,7557,53,84.9,1.3,177,Low
+Solomon Islands,Melanesia,1841.6,611,3,93.2,0.2,245,Low
+Somalia,EasternAfrica,144.5,14742,129,69.6,0.6,175,Low
+South Africa,SouthernAfrica,5773.0,56717,7102,99.6,489.8,581,Medium
+South Sudan,EasternAfrica,1067.0,12576,337,66.7,1.5,49,Low
+Suriname,SouthAmerica,8985.3,563,44,98.1,2.0,83,Medium
+Tajikistan,CentralAsia,925.9,8921,76,93.1,5.2,45,Low
+Tanzania,EasternAfrica,877.3,57310,935,77.2,11.6,1082,Low
+Thailand,South-easternAsia,5814.8,69038,3338,97.6,316.2,611,Medium
+The Democratic Republic of the Congo,MiddleAfrica,486.2,81340,1179,81.1,4.7,349,Low
+Timor-Leste,South-easternAsia,2425.4,1296,143,95.2,0.5,24,Medium
+Togo,WesternAfrica,559.4,7798,111,91.4,2.6,80,Low
+Turkey,WesternAsia,9125.8,80745,1303,100.0,346.0,388,Medium
+Uganda,EasternAfrica,647.7,42863,409,95.5,5.2,196,Low
+Ukraine,EasternEurope,2021.6,44223,3203,95.5,227.3,102,Medium
+United States,NorthernAmerica,56053.8,324460,83887,99.4,5254.3,1513,
+Vanuatu,Melanesia,2783.0,276,1,98.9,0.2,137,Medium
+Vietnam,South-easternAsia,2067.9,95541,2977,99.1,166.9,616,Medium
+Yemen,WesternAsia,1106.4,28250,668,72.0,22.7,298,Low
+Zambia,EasternAfrica,1311.1,17094,374,85.6,4.5,88,Low
+Zimbabwe,EasternAfrica,890.4,16530,482,97.0,12.0,89,Low