├── requirements.txt ├── README.md ├── main.py └── riyadh_districts.csv /requirements.txt: -------------------------------------------------------------------------------- 1 | pandas 2 | seaborn -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Saudi Arabia Districts Dataset 2 | 3 | ## About 4 | 5 | This dataset is a collection of files related to Saudi Arabia's districts. The data were collected manually from 6 | This data includes general information about districts of the Kingdom of Saudi Arabia, such as the number of residents, the proportion of Saudis and foreigners, the distribution of males and females, in addition to the average income. Data were collected manually from [Nine Tenths](https://map.910ths.sa/). 7 | 8 | ## Credit 9 | 10 | [Ali Alohali](http://alioh.com), [Sara AlSiyat](http://linkedin.com/in/saraalsiyat), [Ibrahim AlHammad](http://linkedin.com/in/ibrahim-alhammad-7228b3178), [Nora AlAmri](https://www.linkedin.com/in/nora-alamri) and [Rawan AlMohimeed](https://www.linkedin.com/in/rawanmohimeed). 11 | 12 | ## Streamlit 13 | 14 | [View the app](https://share.streamlit.io/alioh/saudi-districts-dataset/main/main.py) 15 | 16 | ## Thanks 17 | 18 | Thanks to the following contributors: 19 | 20 | **Name**|**contribution** 21 | :-----:|:-----:| 22 | [Dr. Najwa Alghmadi](https://www.najwa-alghamdi.net/)|Providing most of Lat/Long data. 23 | 24 | ## Data elements 25 | 26 | Some of the columns were collected manually and others we used little math to find it 27 | 28 | **Label**|**Type**|**Source (or columns)** 29 | :-----:|:-----:|:----- 30 | District_name_EN|Text|Manually Translated 31 | District_name_AR|Text|Nine Tenths 32 | latitude|Number (Decimal)|Manually Collected 33 | longitude|Number (Decimal)|Manually Collected 34 | Population|Number|Nine Tenths 35 | Males_(%)|Number (Decimal)|Nine Tenths 36 | Females_(%)|Number (Decimal)|= 1 - [Males (%)] 37 | Saudis_(%)|Number (Decimal)|Nine Tenths 38 | Non_Saudis_(%)|Number (Decimal)|= 1 - [Saudis (%)] 39 | Males|Number|= [Males (%)] * [Population] 40 | Females|Number|= [Population] - [Males] 41 | Saudis|Number|= [Saudis (%)] * [Population] 42 | Non_Saudis|Number|= [Population] - [Saudis] 43 | Average_Income|Number|Nine Tenths 44 | 45 | 46 | ## Note 47 | 48 | Some entries are 0, in income it means unavailable. If the whole row is 0 it means data is unavailable. In other fields it means actual 0% or 0. 49 | 50 | ## Future work 51 | 52 | - Add more cities. 53 | - Add more data. 54 | * Distribution of income by age, sex and nationality. 55 | * Add districts coordination as polygons. 56 | * Zip codes. 57 | - Convert the data to SQL Database, Excel and json. 58 | 59 | ## Help 60 | 61 | You can submit your ideas or edits to this dataset. We will review it and approve it. 62 | 63 | 64 | ## Use 65 | 66 | Feel free to use the dataset **as long as you credit the authors**. 67 | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | import streamlit as st 2 | import pandas as pd 3 | import seaborn as sns 4 | 5 | st.set_option('deprecation.showPyplotGlobalUse', False) 6 | 7 | def get_data(): 8 | data = "https://github.com/alioh/Saudi-Districts-Dataset/raw/main/riyadh_districts.csv" 9 | df = pd.read_csv(data) 10 | return df 11 | 12 | df = get_data() 13 | 14 | st.title('Saudi Arabia Districts Dataset') 15 | st.write("This dataset is a collection of files related to Saudi Arabia's districts. The data were collected manually from This data includes general information about districts of the Kingdom of Saudi Arabia, such as the number of residents, the proportion of Saudis and foreigners, the distribution of males and females, in addition to the average income. Data were collected manually from [Nine Tenths](https://map.910ths.sa/).") 16 | st.write("## Credit") 17 | st.write("[Ali Alohali](http://alioh.com), [Sara AlSiyat](http://linkedin.com/in/saraalsiyat), [Ibrahim AlHammad](http://linkedin.com/in/ibrahim-alhammad-7228b3178), [Nora AlAmri](https://www.linkedin.com/in/nora-alamri) and [Rawan AlMohimeed](https://www.linkedin.com/in/rawanmohimeed).") 18 | 19 | st.write("## Thanks") 20 | st.write("Thanks to the following contributors:") 21 | 22 | st.markdown( 23 | """ 24 | **Name**|**contribution** 25 | :-----:|:-----:| 26 | [Dr. Najwa Alghmadi](https://www.najwa-alghamdi.net/)|Providing most of Lat/Long data. 27 | """) 28 | 29 | 30 | st.write("## Data") 31 | st.write("[GitHub link](https://github.com/alioh/Saudi-Districts-Dataset)") 32 | 33 | 34 | 35 | 36 | agree = st.checkbox("Show all data") 37 | if agree: 38 | st.write(df, value = True) 39 | 40 | selectBox = st.selectbox( 41 | "Which district you want to know more about?", 42 | df["District_name_EN"].unique() , 43 | ) 44 | 45 | district = df[df['District_name_EN'] == selectBox] 46 | 47 | agree = st.checkbox("Show selected district data") 48 | if agree: 49 | st.write(district, value = True) 50 | 51 | googlemaps = f'https://www.google.com/maps/search/{district["latitude"].values[0]}+{district["longitude"].values[0]}' 52 | 53 | # map 54 | st.map(district, zoom=11) 55 | 56 | st.markdown(f"
View on Google maps
", unsafe_allow_html=True) 57 | 58 | # data stacked to graph 59 | districtStacked = district.stack().reset_index() 60 | districtStacked.columns=['index', 'Column', 'Value'] 61 | allExpectDistrict = df[df['District_name_EN'] != selectBox] 62 | averageIncomeAll = pd.DataFrame([[0,"All_Districts_Average_Income", allExpectDistrict[['Average_Income']].mean().values[0]]], columns=['index','Column','Value']) 63 | districtStacked = pd.concat([districtStacked, averageIncomeAll]) 64 | 65 | gender = districtStacked[districtStacked['Column'].isin(['Males', 'Females'])] 66 | nationality = districtStacked[districtStacked['Column'].isin(['Saudis', 'Non_Saudis'])] 67 | income = districtStacked[districtStacked['Column'].isin(['Average_Income', 'All_Districts_Average_Income'])] 68 | 69 | # nationality graph 70 | ax = sns.barplot(x="Column", y="Value", data=nationality) 71 | 72 | for p in ax.patches: 73 | ax.annotate("%.2f" % p.get_height(), (p.get_x() + p.get_width() / 2., p.get_height()), 74 | ha='center', va='center', fontsize=11, color='white', xytext=(0, -10), 75 | textcoords='offset points') 76 | 77 | ax.set_title('Nationality Distribution') 78 | ax.set(xlabel='Nationality', ylabel='Total') 79 | st.pyplot() 80 | 81 | # gender graph 82 | ax = sns.barplot(x="Column", y="Value", data=gender) 83 | 84 | for p in ax.patches: 85 | ax.annotate("%.2f" % p.get_height(), (p.get_x() + p.get_width() / 2., p.get_height()), 86 | ha='center', va='center', fontsize=11, color='white', xytext=(0, -10), 87 | textcoords='offset points') 88 | 89 | ax.set_title('Gender Distribution') 90 | ax.set(xlabel='Gender', ylabel='Total') 91 | st.pyplot() 92 | 93 | # income graph 94 | 95 | ax = sns.barplot(x="Column", y="Value", data=income) 96 | 97 | for p in ax.patches: 98 | ax.annotate("%.2f" % p.get_height(), (p.get_x() + p.get_width() / 2., p.get_height()), 99 | ha='center', va='center', fontsize=11, color='white', xytext=(0, -10), 100 | textcoords='offset points') 101 | 102 | ax.set_title('District Income VS All District Average Income') 103 | ax.set(xlabel='Income', ylabel='Average') 104 | st.pyplot() 105 | -------------------------------------------------------------------------------- /riyadh_districts.csv: -------------------------------------------------------------------------------- 1 | District_name_EN,District_name_AR,latitude,longitude,Population,Males_(%),Females_(%),Saudis_(%),Non_Saudis_(%),Males,Females,Saudis,Non_Saudis,Average_Income 2 | Ad Dar Al Baida,دار البيضاء,24.566842,46.790295,168900,0.56,0.44,0.84,0.16,93908,74992,142214,26686,6900 3 | Ad Dhubbat,الضباط,24.679383,46.721847,20400,0.58,0.42,0.15,0.86,11812,8588,2958,17442,8200 4 | Ad Dirah,الديرة,24.573161,46.847922,13100,0.81,0.19,0.16,0.84,10637,2463,2070,11030,2900 5 | Ad Diriyah,الدرعية,24.74862,46.53538,11300,0.53,0.47,0.82,0.18,5955,5345,9255,2045,6900 6 | Ad Duraihimiyah,الدريهمية,24.590332,46.695121,13700,0.56,0.45,0.59,0.41,7604,6097,8056,5644,10000 7 | Al Aarid,العارض ,24.898154,46.600623,34300,0.59,0.41,0.87,0.13,20100,14200,29910,4390,10200 8 | Al Amal,العمل,24.647275,46.721814,20900,0.68,0.32,0.05,0.95,14233,6667,1024,19876,3800 9 | Al Andalus,الأندلس,24.745224,46.788379,33700,0.51,0.49,0.8,0.2,17254,16446,26825,6875,9600 10 | Al Aqiq,العقيق,24.775692,46.629516,55500,0.52,0.48,0.75,0.25,28916,26585,41847,13653,8600 11 | Al Awali,العوالي,24.55957994,46.609661,43000,0.5,0.5,0.93,0.07,21586,21414,39904,3096,8300 12 | Al Badi'ah,البديعة,24.634622,46.685165,42200,0.59,0.41,0.41,0.59,25025,17175,17133,25067,4600 13 | Al Bateiha,البطيحا,24.623417,46.719613,1752,0.72,0.28,0,1,1256,496,0,1752,5500 14 | Al Dobah,الدوبية,24.621563,46.711001,2972,0.73,0.27,0.2,0.8,2176,796,600,2372,2000 15 | Al Faisaliyah - Ad Diriyah,الفيصلية - الدرعية,24.7508334,46.57687369,7076,0.59,0.42,0.38,0.62,4139,2937,2710,4366,0 16 | Al Faisaliyyah,الفيصلية,24.638318,46.779262,8700,0.61,0.39,0.68,0.32,5333,3367,5933,2767,4300 17 | Al Fakhiriyyah,الفاخرية,24.643702,46.682296,7016,0.48,0.53,0.34,0.66,3333,3683,2399,4617,8000 18 | Al Falah,الفلاح,24.79805,46.708355,38700,0.5,0.5,0.72,0.28,19389,19311,27748,10952,9900 19 | Al Faruq,الفاروق,24.658135,46.77268,12400,0.58,0.42,0.45,0.55,7142,5258,5543,6857,6900 20 | Al Fayha,الفيحاء,24.684169,46.811291,68200,0.51,0.49,0.75,0.25,34577,33623,51286,16914,9200 21 | Al Futah,الفوطة,24.643228,46.710529,12500,0.54,0.46,0.01,0.99,6738,5763,100,12400,6800 22 | Al Ghadir,الغدير,24.772627,46.652865,27200,0.49,0.51,0.71,0.29,13274,13926,19394,7806,11700 23 | Al Hada,الهدا ,24.66127494,46.64148067,3628,0.56,0.45,0.81,0.19,2014,1614,2935,693,8000 24 | Al Haeer,الحائر,24.438205,46.841267,18200,0.51,0.49,0.83,0.17,9264,8936,15124,3076,5900 25 | Al Hamra,الحمراء,24.776654,46.751945,45900,0.52,0.48,0.78,0.22,23914,21986,35940,9960,11700 26 | Al Hazm,الحزم,24.53961,46.645542,55500,0.52,0.48,0.89,0.12,29027,26474,49118,6383,8200 27 | Al Iskan,الإسكان,24.57131,46.846304,43200,0.5,0.51,0.93,0.07,21384,21816,40133,3067,9000 28 | Al Izdihar,الازدهار ,24.783203,46.717036,36100,0.52,0.48,0.72,0.29,18736,17364,25812,10289,8700 29 | Al Jaradiyah,الجرادية,24.615772,46.696974,33100,0.6,0.4,0.47,0.53,19992,13108,15656,17444,3200 30 | Al Khaleej,الخليج,24.778177,46.802836,127300,0.53,0.48,0.81,0.19,66833,60468,103368,23932,8000 31 | Al Khalidiyyah,الخالدية,24.624695,46.753851,43800,0.62,0.38,0.19,0.81,27200,16600,8322,35478,3800 32 | Al Khuzama,الخزامى,24.711176,46.60651,10400,0.47,0.53,0.71,0.29,4867,5533,7353,3047,15700 33 | Al Mahdiyah,المهدية,24.65066116,46.50224653,1111,0.62,0.38,0.98,0.02,684,427,1090,21,15200 34 | Al Maizilah,المعزيلة,24.79398923,46.85000625,26900,0.54,0.46,0.87,0.13,14445,12455,23430,3470,8400 35 | Al Malaz,الملز,24.666453,46.733141,70600,0.6,0.4,0.3,0.7,42431,28169,20898,49702,6800 36 | Al Malqa,الملقا,24.799829,46.597227,61200,0.56,0.44,0.77,0.23,34027,27173,47185,14015,10400 37 | Al Malqa - Ad Diriyah,الملقاه - الدرعية,24.81725025,46.54431556,0,0,0,0,0,0,0,0,0,0 38 | Al Manakh,المناخ,24.609322,46.801097,11100,0.62,0.38,0.19,0.81,6893,4207,2109,8991,3800 39 | Al Manar,المنار,24.725786,46.795964,29100,0.5,0.5,0.85,0.15,14434,14666,24677,4423,9600 40 | Al Mansourah,المنصورة,24.519665,46.798574,59400,0.53,0.47,0.37,0.63,31482,27918,22156,37244,7000 41 | Al Marqab,المرقب,24.638344,46.723345,19600,0.83,0.17,0.14,0.86,16268,3332,2822,16778,2700 42 | Al Masani,المصانع,24.57616368,46.73452502,1200,0.64,0.36,0,1,770,430,0,1200,2100 43 | Al Maseef,المصيف,24.767072,46.680414,56000,0.48,0.52,0.64,0.36,27048,28952,35728,20272,9200 44 | Al Mathar Ash Shamali,المعذر الشمالي,24.68972315,46.66727337,14700,0.52,0.48,0.76,0.24,7615,7085,11216,3484,9700 45 | Al Mohammadiyyah,المحمدية,24.732801,46.649029,17300,0.5,0.5,0.85,0.15,8598,8702,14688,2612,12500 46 | Al Munsiyah,المونسية,24.832128,46.767119,86300,0.5,0.5,0.74,0.26,42805,43495,63517,22783,9000 47 | Al Mursalat,المرسلات,24.753535,46.68867,22700,0.54,0.46,0.46,0.54,12258,10442,10533,12167,9200 48 | Al Muruj,المروج,24.757634,46.661267,41000,0.52,0.48,0.54,0.46,21484,19516,22058,18942,9700 49 | Al Mutamarat,المؤتمرات,24.672195,46.685886,2700,0.63,0.37,0.57,0.44,1712,988,1526,1175,6800 50 | Al Olaya,العليا,24.693947,46.683598,55200,0.54,0.46,0.33,0.67,29698,25502,18326,36874,8700 51 | Al Olaya - Al-Ma'ather,العليا - المعذر,24.694934,46.67517689,41800,0.53,0.47,0.51,0.49,22070,19730,21443,20357,9100 52 | Al Olaya - Al-Malaz - Albatha,العليا - الملز والبطحاء,24.6778297,46.69702466,16100,0.51,0.49,0.44,0.56,8147,7953,7148,8952,8400 53 | Al Oud,العود,24.624087,46.726742,18200,0.72,0.28,0.36,0.64,13159,5041,6552,11648,2800 54 | Al Qari,القرى,24.628658,46.714833,0,0,0,0,0,0,0,0,0,0 55 | Al Quds,القدس,24.753675,46.752347,42500,0.55,0.45,0.85,0.15,23418,19083,36295,6205,11500 56 | Al Raed,الرائد,24.706093,46.635637,7282,0.46,0.54,0.83,0.18,3372,3910,6008,1274,20700 57 | Al Rayyan,الريان,24.713411,46.776915,38900,0.49,0.51,0.82,0.18,19022,19878,31898,7002,10500 58 | Al Ruqiyah - Ad Diriyah,الروقية (سمحان) - الدرعية,24.74074872,46.56963947,1692,0.41,0.59,0.97,0.03,699,993,1645,47,0 59 | Al Safarat,السفارات,24.681001,46.620863,8894,0.56,0.44,0.66,0.35,4990,3904,5826,3068,33700 60 | Al Salmaniya - Ad Diriyah,السلمانية - الدرعية,24.78717466,46.56223378,0,0,0,0,0,0,0,0,0,0 61 | Al Sharafeyah,الشرفية,24.658866,46.667618,19700,0.61,0.39,0.33,0.67,11997,7703,6481,13219,5800 62 | Al Shemaysi,الشميسي,24.62413794,46.69826453,57100,0.65,0.35,0.37,0.63,36887,20213,21184,35916,3000 63 | Al Sina'iyah,الصناعية,24.64405,46.746166,5700,0.53,0.47,0.42,0.58,3038,2662,2377,3323,4500 64 | Al Surayheah - Ad Diriyah,السرحية - الدرعية,24.72721861,46.57648928,537,0.4,0.6,0.91,0.09,217,320,490,47,0 65 | Al Thlema - Ad Diriyah,الثليما - الدرعية,24.76249755,46.55894006,0,0,0,0,0,0,0,0,0,0 66 | Al Traif - Ad Diriyah,الطريف - الدرعية,24.73832689,46.5688199,0,0,0,0,0,0,0,0,0,0 67 | Al Uraija ,العريجاء,24.629573,46.655988,13000,0.55,0.45,0.63,0.37,7202,5798,8216,4784,5700 68 | Al Uraija Al Gharbiyah,العريجاء الغربية,24.59063276,46.59988656,98200,0.51,0.49,0.91,0.09,49886,48314,89657,8543,8000 69 | Al Uraija Al Wusta,العريجاء الوسطى,24.60792088,46.63790741,72500,0.53,0.47,0.91,0.09,38353,34148,65975,6525,7800 70 | Al Uyaynah & Al Jubaylah,العيينة والجبيلة,24.86321382,46.39792471,0,0,0,0,0,0,0,0,0,0 71 | Al Wadi,الوادي ,24.789772,46.690454,54700,0.57,0.44,0.74,0.26,30906,23795,40259,14441,8700 72 | Al Wahah,الواحة,24.741978,46.715933,16400,0.51,0.49,0.61,0.39,8380,8020,9955,6445,10600 73 | Al Wisham,الوشام,24.643231,46.697182,23600,0.6,0.4,0.1,0.9,14113,9487,2384,21216,5400 74 | Al Wizarat,الوزارات,24.678217,46.712638,80200,0.72,0.28,0.05,0.95,57744,22456,4170,76030,3800 75 | Al Wurud,الورود,24.725225,46.677357,33000,0.49,0.51,0.64,0.36,16071,16929,21186,11814,12400 76 | Al Wusaita,الوسيطا,24.62772,46.715387,3000,0.61,0.39,0.04,0.96,1833,1167,108,2892,2700 77 | Al Yamamah,اليمامة,24.598163,46.716532,60900,0.57,0.43,0.36,0.64,34896,26004,21741,39159,3400 78 | Al Yarmuk,اليرموك,24.809435,46.781743,76900,0.55,0.45,0.84,0.16,42064,34836,64750,12150,9500 79 | Al Yasmin,الياسمين ,24.829554,46.641144,103100,0.51,0.49,0.75,0.25,52478,50622,77222,25878,8800 80 | Al Zahra,الزهرة,24.579737,46.645615,79700,0.61,0.39,0.73,0.27,48936,30764,58340,21360,7500 81 | An Nada,الندى ,24.806224,46.6819,15800,0.47,0.53,0.75,0.25,7473,8327,11882,3918,10600 82 | An Nafal,النفل ,24.782669,46.673148,39700,0.54,0.46,0.63,0.37,21319,18381,25130,14570,9600 83 | An Nahdah,النهضة,24.765098,46.81501,84300,0.54,0.46,0.76,0.24,45438,38862,64405,19895,8500 84 | An Nakheel,النخيل,24.746455,46.63723,32300,0.49,0.51,0.72,0.29,15892,16408,23095,9206,9800 85 | An Namudhajiyah,النموذجيه,24.658387,46.694247,9100,0.52,0.48,0.71,0.29,4741,4359,6488,2612,14700 86 | An Narjis,النرجس,24.877773,46.645736,27600,0.6,0.4,0.8,0.2,16450,11150,22052,5548,8300 87 | An Nasim Al-Gharbi,النسيم الغربي,24.72504219,46.82868785,175300,0.58,0.42,0.68,0.33,101674,73626,118328,56973,6500 88 | An Nasim Ash Sharqi,النسيم الشرقي,24.74301104,46.84032936,142600,0.57,0.43,0.79,0.21,81567,61033,112511,30089,7600 89 | An Nasiriyah,الناصرية,24.655247,46.679583,3243,0.52,0.48,0.13,0.87,1686,1557,422,2821,4100 90 | Ar Rabi,الربيع ,24.797832,46.661065,30000,0.49,0.51,0.81,0.19,14790,15210,24330,5670,9900 91 | Ar Rabwah,الربوة,24.700069,46.753763,65700,0.51,0.49,0.71,0.29,33704,31996,46844,18856,9500 92 | Ar Rafiah,الرفيعة,24.640535,46.660677,12500,0.6,0.4,0.48,0.52,7538,4963,5963,6538,8600 93 | Ar Rawdah,الروضة,24.735057,46.765943,93000,0.52,0.48,0.65,0.35,48267,44733,60729,32271,8500 94 | Ar Rimal,الرمال ,24.869555,46.81836,6065,0.53,0.47,0.95,0.05,3202,2863,5750,315,11000 95 | As Saadah,السعادة,24.698475,46.838954,82100,0.56,0.44,0.86,0.14,46304,35796,70770,11330,7700 96 | As Safa,الصفاء,24.666983,46.764231,4800,0.55,0.45,0.7,0.31,2640,2160,3336,1464,9600 97 | As Sahafah,الصحافة ,24.801021,46.63835,72300,0.53,0.47,0.72,0.28,38608,33692,52201,20099,9700 98 | As Salam,السلام,24.70865643,46.81332627,79700,0.49,0.52,0.78,0.22,38655,41046,62166,17534,8800 99 | As Salhiyah,الصالحية,24.63393,46.73298,8800,0.59,0.41,0.42,0.59,5218,3582,3652,5148,2900 100 | As Sulay,السلي,24.655667,46.84701,27700,0.98,0.02,0.03,0.97,27063,637,831,26869,2000 101 | As Sulimaniyah,السليمانية,24.69749,46.70808,75500,0.55,0.45,0.3,0.7,41827,33673,22575,52926,9100 102 | As Suwaidi,السويدي,24.594635,46.672686,115500,0.65,0.36,0.52,0.48,74498,41003,60060,55440,7100 103 | As Suwaidi Al Gharabi,السويدي الغربي,24.576271,46.624529,63600,0.53,0.47,0.84,0.16,33644,29956,53615,9985,8100 104 | Ash Shamal,الشمال,25.02867041,46.84639687,0,0,0,0,0,0,0,0,0,0 105 | Ash Sharq,الشرق ,24.873552,46.848662,0,0,0,0,0,0,0,0,0,0 106 | Ash Shifa,الشفاء,24.56477,46.697498,76300,0.52,0.48,0.79,0.21,39523,36777,60582,15718,8000 107 | Ash Shuhada - Ad Diriyah,الشهداء - الدرعية,24.71980434,46.59002231,4904,0.55,0.46,0.83,0.17,2673,2231,4051,853,0 108 | At Taawun,التعاون,24.774575,46.698681,39500,0.48,0.52,0.72,0.28,19039,20461,28598,10902,10000 109 | Az Zahra,الزهراء,24.687678,46.729465,9800,0.54,0.46,0.54,0.46,5312,4488,5331,4469,9100 110 | Badr,بدر,24.52617,46.724581,165500,0.66,0.34,0.63,0.37,109396,56105,104762,60739,6400 111 | Banban,بنبان,24.979926,46.563881,0,0,0,0,0,0,0,0,0,0 112 | Central Al Jubaylah,الجبيلة الوسطى,24.89599522,46.44749468,2047,0.38,0.62,0.98,0.02,778,1269,2006,41,0 113 | Central Al Uyaynah,العيينة الوسطى,24.90469123,46.38603673,8217,0.47,0.53,0.77,0.23,3837,4380,6360,1857,0 114 | Dahiat Namar,ضاحية نمار,24.486974,46.587028,13500,0.58,0.42,0.97,0.03,7817,5684,13122,378,8000 115 | Dhahrat Al Badi'ah,ظهرة البديعة,24.598647,46.649279,70200,0.53,0.48,0.77,0.23,36855,33345,54335,15865,7100 116 | Dhahrat Laban,ظهرة لبن,24.633398,46.546091,131100,0.53,0.48,0.77,0.23,68828,62273,100423,30677,7900 117 | Dhahrat Namar,ظهرة نمار,24.561323,46.610664,23100,0.57,0.43,0.95,0.05,13098,10002,21899,1201,8700 118 | Dirab,ديراب,24.512786,46.617887,28100,0.5,0.5,0.97,0.03,14106,13994,27201,899,6400 119 | East Al Jubaylah,الجبيلة الشرقية,24.9206444,46.4538855,0,0,0,0,0,0,0,0,0,0 120 | East Al Khalidiyyah - Ad Diriyah,الخالدية الشرقية - الدرعية,24.75214414,46.56652279,13800,0.47,0.53,0.6,0.4,6541,7259,8266,5534,0 121 | East Al Uyaynah,العيينة الشرقية,24.8976846,46.39762388,418,0.41,0.59,1,0,173,245,418,0,0 122 | East Bodh,بوضة الشرقية,24.88171025,46.32257607,0,0,0,0,0,0,0,0,0,0 123 | Ghubairah,غبيرة,24.617412,46.729339,60200,0.6,0.41,0.19,0.82,35819,24381,11137,49063,3800 124 | Hada - Ma'athar,الهدا - المعذر,24.68002162,46.64340108,0,0,0,0,0,0,0,0,0,0 125 | Hijrat Laban,هجرة وادي لبن,24.64080178,46.60788649,34300,0.5,0.5,0.8,0.2,17253,17047,27440,6860,8100 126 | Hittin,حطين,24.762741,46.600873,25600,0.53,0.47,0.82,0.18,13491,12109,20992,4608,9700 127 | Hyt,هيت,24.48463,46.968014,1700,0.52,0.48,0.57,0.43,886,814,966,734,4800 128 | Imam Muhammad bin Saud University,جامعة الامام محمد بن سعود,24.813256,46.702761,0,0,0,0,0,0,0,0,0,0 129 | Irqah,عرقة,24.691151,46.586998,22800,0.53,0.47,0.64,0.36,12107,10693,14569,8231,8800 130 | Ishbiliyah,أشبيلية,24.794375,46.791282,74800,0.53,0.47,0.85,0.15,39644,35156,63505,11295,11900 131 | Janadriah,الجنادرية,24.82069,46.864522,34200,0.49,0.52,0.93,0.07,16587,17613,31772,2428,7600 132 | Jarir,جرير,24.682338,46.750052,30800,0.6,0.4,0.32,0.68,18357,12443,9764,21036,8100 133 | Jubrah,جبرة,24.625976,46.718175,5416,0.75,0.25,0.07,0.93,4078,1338,379,5037,3200 134 | Kairouan,القيروان,24.877907,46.561604,17800,0.62,0.38,0.76,0.24,11054,6746,13475,4325,9400 135 | Khashm Al Aan,خشم العان,24.701097,46.898542,55600,0.55,0.45,0.94,0.06,30358,25242,52375,3225,12500 136 | King Abdulaziz,الملك عبدالعزيز,24.719387,46.722449,18000,0.39,0.61,0.26,0.74,7056,10944,4662,13338,15500 137 | King Abdullah,الملك عبدالله,24.734659,46.742376,10000,0.44,0.56,0.71,0.29,4380,5620,7090,2910,10700 138 | King Fahd,الملك فهد,24.743288,46.670085,38400,0.53,0.47,0.59,0.41,20275,18125,22579,15821,8100 139 | King Faisal,الملك فيصل,24.763416,46.774542,85300,0.53,0.47,0.86,0.14,45294,40006,73358,11942,9700 140 | King Khaled Airport,مطار الملك خالد ,24.816371,46.698559,0,0,0,0,0,0,0,0,0,0 141 | King Saud University,جامعة الملك سعود,24.724559,46.623133,11100,0.51,0.49,0.86,0.14,5694,5406,9535,1565,14200 142 | Laban,لبن,24.61321631,46.57778352,0,0,0,0,0,0,0,0,0,0 143 | Ma'athar,المعذر,24.670023,46.672216,898,0.5,0.5,0.25,0.75,449,449,228,670,18300 144 | Manfoha,منفوحة,24.602697,46.727884,34600,0.81,0.19,0.15,0.85,28026,6574,5086,29514,2400 145 | Manfouhah Al Jadidah,منفوحة الجديدة,24.612148,46.718208,102100,0.71,0.29,0.17,0.83,72695,29405,17255,84845,2800 146 | Marwah,المروه,24.541427,46.674484,19100,0.59,0.41,0.8,0.2,11269,7831,15337,3763,7100 147 | Mikal,معكال,24.623496,46.714152,3930,0.89,0.11,0.05,0.95,3509,421,204,3726,2300 148 | Mugharrazat,المغرزات,24.76463,46.725384,18200,0.52,0.48,0.68,0.32,9446,8754,12449,5751,8700 149 | Nadheem,النظيم,24.805005,46.894393,145400,0.53,0.48,0.9,0.11,76335,69065,130133,15267,7500 150 | Namar,نمار,24.571124,46.677346,15200,0.5,0.5,0.87,0.13,7646,7554,13209,1991,7300 151 | North Ad Diriyah,الدرعية الشمالية,24.83437911,46.45395368,0,0,0,0,0,0,0,0,0,0 152 | North Al Jubaylah,الجبيلة الشمالية,24.90616546,46.41234345,0,0,0,0,0,0,0,0,0,0 153 | North Al Uyaynah,العيينة الشمالية,24.90998486,46.38011442,1329,0.64,0.36,0.7,0.3,852,477,933,396,0 154 | Nozha,النزهة,24.756727,46.706456,29300,0.51,0.5,0.62,0.38,14797,14504,18254,11046,9400 155 | Okaz,عكاظ,24.515849,46.664346,13300,0.5,0.5,0.88,0.12,6703,6597,11691,1609,10500 156 | Qadisiyah,القادسية,24.820767,46.823207,34300,0.59,0.41,0.81,0.19,20271,14029,27646,6654,8300 157 | Qerioh - Ad Diriyah,قريوة - الدرعية,24.74274643,46.58017627,7237,0.56,0.45,0.79,0.21,4017,3220,5703,1534,0 158 | Rawabi,الروابي,24.696845,46.789128,65200,0.53,0.48,0.79,0.21,34230,30970,51508,13692,9200 159 | Salah al-Din,صلاح الدين,24.731187,46.69605,11100,0.58,0.42,0.59,0.41,6394,4706,6549,4551,9200 160 | Salam,سلام,24.62123757,46.70840417,1359,0.81,0.19,0,1,1105,254,0,1359,1900 161 | Shubra,شبرا,24.577851,46.668191,63000,0.49,0.51,0.76,0.24,30870,32130,48006,14994,8000 162 | Siyah,صياح,24.608214,46.701184,3691,0.67,0.33,0,1,2462,1229,0,3691,3200 163 | South Al Jubaylah,الجبيلة الجنوبية,24.91208179,46.46761841,0,0,0,0,0,0,0,0,0,0 164 | Southern Capital - Ad Diriyah,العاصمه الجنوبية - الدرعية,24.75706137,46.57638816,8327,0.46,0.54,0.88,0.12,3797,4530,7303,1024,0 165 | Square,المربع,24.663103,46.707359,36400,0.51,0.49,0.15,0.85,18455,17945,5533,30867,10000 166 | Sultanah - Ad Dirah,سلطانة - الديرة,24.6100801,46.6928688,4412,0.63,0.37,0.16,0.84,2797,1615,715,3697,3100 167 | Sultanah - Al Uraija,سلطانة - العريجاء,24.60383722,46.68939266,29900,0.54,0.46,0.53,0.47,16266,13634,15967,13933,5200 168 | Taybah,طيبة,24.543711,46.829248,615,1,0,0,1,615,0,0,615,2000 169 | The King - Ad Diriyah,الملك - الدرعية,24.77987017,46.54813051,0,0,0,0,0,0,0,0,0,0 170 | Thulaim,حي ثليم,24.643405,46.726853,19800,0.86,0.14,0.05,0.95,17028,2772,1030,18770,2500 171 | Tuwaiq - Utaiqah,طويق - عتيقة,24.58197054,46.55650373,189900,0.54,0.46,0.95,0.05,102546,87354,179835,10065,7200 172 | Tuwaiq- Irqah,طويق - عرقة,24.58336556,46.51957722,21300,0.49,0.51,0.9,0.1,10458,10842,19106,2194,0 173 | Uhud,أحد,24.490836,46.634581,10800,0.48,0.52,0.93,0.07,5206,5594,10044,756,5700 174 | Ulaishah,عليشة,24.61712,46.679387,13500,0.48,0.52,0.6,0.4,6507,6993,8141,5360,9800 175 | Umm Al Hamam Al Gharbi,ام الحمام الغربي,24.690389,46.642723,38400,0.54,0.46,0.71,0.29,20698,17702,27302,11098,9300 176 | Umm Al Hamam Al Sharqi - Ad Dirah,أم الحمام الشرقي - الديرة,24.67259495,46.66451986,13900,0.59,0.42,0.17,0.83,8132,5769,2377,11523,5400 177 | Umm Al Hamam Al Sharqi - Al-Ma'ather,ام الحمام الشرقي - المعذر,24.68637082,46.65799044,26900,0.62,0.38,0.24,0.76,16570,10330,6456,20444,5300 178 | Umm Salim,أم سليم,24.635273,46.697213,37000,0.75,0.26,0.07,0.93,27565,9435,2479,34521,2400 179 | Uraidh,عريض,24.46223,46.767003,0,0,0,0,0,0,0,0,0,0 180 | Utaiqah,عتيقة,24.602432,46.707206,38100,0.6,0.4,0.45,0.55,22708,15392,17145,20955,3500 181 | West Ad Diriyah,الدرعية الغربية,24.71767169,46.47177178,0,0,0,0,0,0,0,0,0,0 182 | West Al Jubaylah,الجبيلة الغربية,24.8924634,46.43723435,0,0,0,0,0,0,0,0,0,0 183 | West Al Uyaynah,العيينة الغربية,24.89566038,46.37153135,0,0,0,0,0,0,0,0,0,0 184 | West Bodh,بوضة الغربية,24.9032911,46.2747512,0,0,0,0,0,0,0,0,0,0 185 | --------------------------------------------------------------------------------