Replication Data for: Looking retrospectively at the 2018 Italian general election: the state of the economy and the presence of foreignersdoi:10.13130/RD_UNIMI/H9XRQCUNIMI Dataverse2023-02-021Giuliani, Marco, 2023, "Replication Data for: Looking retrospectively at the 2018 Italian general election: the state of the economy and the presence of foreigners", https://doi.org/10.13130/RD_UNIMI/H9XRQC, UNIMI Dataverse, V1, UNF:6:oy75HzdNNwxpwfn0sfpwdQ== [fileUNF]Replication Data for: Looking retrospectively at the 2018 Italian general election: the state of the economy and the presence of foreignersdoi:10.13130/RD_UNIMI/H9XRQCGiuliani, MarcoUNIMI DataverseGiuliani, MarcoGiuliani, Marco2023-02-02Social SciencesEconomic voteUnemploymentImmigrationItalyMunicipal and provincial Italian electoral data 2018, together with economic and immigration data at the same level. Shapefiles dataset for maps and spatial regression models.
Scholars agree that two major issues oriented voting behaviours during the Italian general election of 2018. The first was the state of the economy, which had not yet recovered from the lowest points reached during the Great Recession, but had nevertheless exhibited some marginal improvement. The second issue originated from another crisis, the refugee and asylum emergency, which contributed to increasing the presence of foreigners in Italy and the salience of the migration issue. The article investigates the impact of these two types of problem on the 2018 election results by using aggregated objective data at the municipal level. It finds confirmation
of the two issues’ impact on retrospective punishment of the incumbent Democratic Party also when using spatial regression models distinguishing the direct influence and the spill-over effects of the poor state of the economy and an increase in the size of the foreign population.CC0 WaiverMarco Giuliani (2022) Looking retrospectively at the 2018 Italian general
election: the state of the economy and the presence of foreigners, Contemporary Italian Politics,
14:1, 4-23, DOI: 10.1080/23248823.2021.2004640Com01012018_WGS84_shp.tab49107785text/tab-separated-valuesUNF:6:9V5cKkUccFxbp/nwLHg6VQ==Com01012018_WGS84.tab796088text/tab-separated-valuesUNF:6:IXL6GYDxn/SxAAblhx3W5Q==ProvCM01012018_WGS84.tab10758text/tab-separated-valuesUNF:6:FrnEVpM8qXPwIWHoFn63qw==0.0.2386.3980417647947960.04910778.04487.01.04185.341487118302UNF:6:1GCt0dAjw2HE2gHLqo8MXQ==736269.22784628014901840.0244366.708313313704012.2966.8938.0313279.25140000041312016.1506000003UNF:6:919mVX4JsJHI/3JOAlK8xA==5220292.2921999994849054.016454901840.0.4767569.3114152023933682.93119999958938.0290914.102149127UNF:6:LAjxEAjgFYpRcn6fUBR4dQ==UNF:6:B6CYhnucoBvox4nAIrklYA==570.75733377183710.01.0338.0.14379.04910778.0915.995568503897UNF:6:vQa/lUnNbgPiYcey5OvHWw==Spatial-unit ID7960.07960.02297.99840440907753980.53980.50.0.1.0UNF:6:ZCTMGEcyScd9PN3To+gWrA==x-coordinate of area centroid1306435.452521516.672801.91780564117960.0237018.165072771280.0709826.830887006321507.2674433935UNF:6:uHTk0c6/WJD6FT6SO2kqQw==y-coordinate of area centroid279735.1194345868.5215143.96506904257960.04928986.9921055833944281.01704228254810220.3220760560.0UNF:6:269S7FQtuaU42FtwyUs89A==lat_conv44.50223390290230435.58722231063860.043.38291934474645.7960.02.574698375117449747.0467294314144UNF:6:SubXPC8F8n06V//ejx0qmQ==lon_conv18.4578664603781.0.011.202260117991857960.02.8009729685553556.7313227306819811.514533130423642UNF:6:0IkbnRTCrUiUbOErArEC9A==COD_RIP2.0.1.42672530383203380.02.48027638190953771.05.07960.0UNF:6:H2t+AkLHOOXZqHzf8P5EyQ==COD_REG6.3837456697466121.00.07960.0.20.08.6273869346734287.0UNF:6:BHLKuOEBT172+P8LnIjA7w==COD_PROV40.07960.032.6457063337590940.01.0.111.045.04660804020138UNF:6:qg26BDB5imdct13qehqAMA==COD_CM0.00.07960.038.80138190954778.292.00.089.89988637169436UNF:6:WOeWabBHMlTIlo5JlYVpiA==COD_PCM7960.077.056658291456960.02.0.292.057.079.22378286041163UNF:6:kJWLhnNWPEHmq+FfnJ9Z7w==PRO_COM0.0111107.045109.3934673365340007.57960.01001.032623.852426253947.UNF:6:lF5Y18i+BFJ/Ku26PoXKUg==PRO_COM_TUNF:6:RMJMphiUxn9h0j53uViepw==COMUNEUNF:6:a5lCueAK3QY9er3ls4mFJg==COMUNE_AUNF:6:m2KvQV9P66nvY24tBc4ZOg==CC_P_CM7960.00.116222429979511060.0136934673366836920.0.0.01.00.0UNF:6:eAiI8pn8j2HdwP185R1OXg==Shape_Leng.21567.3741650709526947.5878906250.0332524.281251566.28967285156257960.032328.623757781133UNF:6:nUyrsIcQ6XiKZyNxyvfyGQ==Shape_Area0.01.287389568E97960.05.058186071155609E72.226922E73.794799134490816E7.120611.84375UNF:6:Rn5KI6EXn2PtS1g5bGiGhg==c_id7907.02284.212435819797879.03951.25751998984653945.0.81.01.0UNF:6:vnWcl88x9jUhDV8mdfwLdw==DEN_PCMUNF:6:6Q7eJO5IFnddVPWi9gGduA==CodUNF:6:Hf5xMTuadDa616OREiqA8Q==ProvinceUNF:6:+7DXyGJWNnUOGrDrGViaJA==circUNF:6:d1s3h8LNOvaTMFisaMQLNw==plur18UNF:6:MhRry7uzj8OEPTMPWCPm+g==unin18UNF:6:VxQG8Skp0p+ccHjNKJF5+w==prov18UNF:6:VBg5BoV2xOR+rXWWUeDDOg==comune18UNF:6:8j2zfvKRBLuiXlM+2RXrpw==prov2013UNF:6:2l3jpCLo2atwJZ2WWcr57Q==prov2018UNF:6:8sDhGoJ/VXYBtxM1KVhmog==comune201318UNF:6:ohK3xK4mIdqpj0K4uXcBng==elettori201831651.26323471799327.07884.0.76.01977.05898.6998985285082086430.0UNF:6:fJBxuysw55wmAc18men+Ow==votanti201822487.09152809864302.80580923386157884.01459.576.024.0.1499443.0UNF:6:dC2LksEvFm8L4GdOsObWfw==valid201823.0.76.01339.07884.04005.902841197394521033.46626932911403715.0UNF:6:wCbNTWaieBoKqnZMgbXcEw==invalid2018296.90296803652530.095728.076.0105.0.1465.1243610090547884.0UNF:6:h80/VKBQmFl315kqKkCogw==7.5653150519597086.7218763828277593.58893602000165.60.147602081298830.07884.076.0UNF:6:uodAkefP2GFJJ2Lu9V/CZg==turnout20186.95957206461862875.09558527939188145.07884.076.0.73.5792111384530217.62295081967213UNF:6:2Jt7NQtx+iecPPCFR06+Jg==pdvoti201876.0.746.85844748855924775.8069318773827884.0311842.0217.00.0UNF:6:dNej/LncFqpg8bOoJ60q4g==% PD 201853.7037037037037.16.51851559207753817.1359445082146467884.00.076.06.323446395793321UNF:6:/dk2Qw3JHKXh6X9qEcUbKQ==elettori201330.07883.032152.1423653483677.05950.316250158654.2019.02119096.0UNF:6:nGeqGnW6opBA2+tUY8couQ==votanti20137883.0.1514.077.04474.38031206408223.024192.7523387408221639061.0UNF:6:yAYAHaCOULIY6LPY07UvvA==valid2013.77.07883.01594057.023551.5265479534831411.022.04292.954205251737UNF:6:7yXdruBJ9VpwSIn4qk0scQ==invalid20130.0.682.55587531466967883.074.0181.42610681212345004.077.0UNF:6:BVpKspLsGCKiFBdAqMQuoQ==0.05.727660619315061.77.07883.081.526924133300787.0587515726126534.329004287719727UNF:6:YUwn5jcFIVJsXA7v/VCTEQ==turnout201377.07883.074.877354722873927.70569368414397320.675675675675677.76.56998738965952100.0UNF:6:jaIdqM3Sq6M+5Flc5GW3aQ==pdvoti20137883.06779.04545697751577.0458637.0325.0.1096.56057338574061.0UNF:6:uQ8lLty2TGu8RI+R76/hgg==% PD 201323.2026143790849672.8089887640449447883.07.84296472881052959.30807248764415424.115825493524877.0.UNF:6:HQ/su27t0zI3DJmf7zaVuA==Turnout 2018-2013-1.537273286501651678.8570447914879176.0-1.28864620305066917884.04.438700938491071.-41.84674615002484UNF:6:eUyfnqGMOeHbWYwja0PeEA==Pct PD 2018-2013-6.976822154070488-51.365620543635635.32240181259574433.868992959902045-6.547955852945177.76.07884.0UNF:6:aQvmlJp75iUDZceuASd/cg==unemp201210.4182553746946224.105095183.0.26.7830827777.08.7589614.583674579682295UNF:6:Yv7NbXVi1m/dDiKQowB81g==unemp20135.17949853315184326.2230174.3630210.077689.183.011.8318399751832297777.0UNF:6:DgoflBlhTTySOAFAVUy52g==unemp201676.09.432055.3.7148815.7646720563038497884.011.5212003209990828.313386UNF:6:zM72NQKnxm6q33R4seXtVg==unemp20179.37484911.1992155175038233.0657535.89853875205597828.962422.76.07884.0UNF:6:jDpDA/k3/YKUsmGNuX7Esg==unemp20187884.076.027.625461.10.3851995693810265.784815175992938.5031332.893176UNF:6:V8vAN+nVih6+S5ulTwtGtA==Lagged unemployment rate5.75661190105185.7884.03.60669311.4675361871495239.70803216666666676.028.42155866666667UNF:6:WRmX7UxuwiGv4oc08gXdow==Unemployment rate7884.03.0369901666666675.85291964314928.28.73959516666666876.09.34850683333333311.063546192842027UNF:6:zuuXyl5vBzteevot6fASJQ==Change in unemployment1.317010569362623776.0-4.424311666666668.7884.0-0.40398999426272447-0.435854000000000856.109699333333335UNF:6:BnyEZBt0D9joIdOWm3I1QQ==Change in unemployment 2017-20122.405090216120735.0.64087077245736068.352816581726074183.07777.0-4.34236478805542-0.12840700149536133UNF:6:4rqYCeoGgXTyjNF/g8mqfQ==Added value1531.620505.906804921367884.0157765.7833333333528036.5944740833476.0.10891.233333333334UNF:6:6O42vl0R2u51y+77EqZtkw==Added value per capita76.00.048773560672998430.024497134711065197.0.013487847521901137884.00.025089809671044350.0069823699598002414UNF:6:QRYCjwlWm6PcB8MSElOG8Q==Lag Added value10450.85.27440.06155158189476.07884.020022.875881532207153971.766666666661501.85UNF:6:pgR4ZAPUymO9WWiTIrvGQw==growth7884.0-0.29264965458122612.294404929692870.9799910615029551.4.98336108176288176.02.3105994627555986UNF:6:oJOlC+qmoB2g/y/CB8oPew==Change in unemployment 2018-2013-1.706766963005066.-1.54765707127279576.6329450607299805183.0-7.9752650260925297777.02.0439146507486936UNF:6:4jBUR6GOSJX8D8aijfBfiw==% foreigners 20127883.077.00.05.09072580645161336.708860759493674.247069834191901.5.894896589585481UNF:6:vgZvAH72dWa4oIMZ9ej9KA==% foreigners 20134.41741288799022156.2583599201083797883.077.0.32.190760059612525.4142816927840860.0UNF:6:3ACNdxPymkzOiIULLpTi/A==% foreigners 20170.06.56274123399281277.07883.0.41.254.2851616737856225.812807881773399UNF:6:XHDww4nu5akiITy7rCpzZg==% foreigners 20185.972488928829276.680027279112326.7884.00.076.038.202247191011244.2925786153838175UNF:6:kNNRFvmnkv24ZYvgjaIRVA==Delta % foreigners 2018-201712.03007518796992477.07883.00.11777303766332345.0.073719893471302260.8094624017186649-18.62626262626263UNF:6:NBLjvyzHRd/JTjyrhHgQ6A==Delta % foreigners 2018-20131.843653620648884577.07883.0.22.877534000513215-13.6885574164407160.42215435154775580.37370266661530716UNF:6:fO0yCQe74b3Tq+Y5nYxMkg==Increase foreigners 2018/201322.756535555514606118.08.33892242569941780.45413439810298-100.000000000000012570.41666666666657842.0.UNF:6:7F8MchYBChh4DrWxOMDvzg==Increase foreigners 2018/20171103.12097167968757850.0.110.01.52555388212203983.907609654678550425.967860107309164-100.0UNF:6:RsMBenlxS2zq5PNcP77Z0A==Population 20172499.077.02873494.043098.11450109077.7883.030.07670.168083217102UNF:6:zzGUVS/9Vl4cpCxCi20n9w==pop20182872800.076.02495.0.7884.029.07655.90296803643843102.32212865981UNF:6:BwftdR0AeOCbMaf+mcIr6g==Interaction unemp#population23793.7744140625507000.311060256442.7318984E7186.469375610351567884.0.76.090278.69182207296UNF:6:+3Cf8yB9qVZjtjARF+aavw==sprar76.07884.00.056189751395231310.2303023896536450.0.1.00.0UNF:6:HwEDURzgG3b7B2LFC52TMQ==cas0.076.00.43706438161171191.00.25710299340436130.0.7884.0UNF:6:m1y6CV8bwr20czgJtrYOLA==altri_centri.0.0405758439167295260.076.07884.00.00.00164890918315577121.0UNF:6:F0dnOOVOK2fZ6yURc6mgbw==sprar_o_altri0.23224761683365160.057204464738712005.7884.01.00.00.076.0UNF:6:pwd8liRT5lg7K4STWHsEnw==presenze_sprar2768.033.821786997939190.00.07884.0.76.02.606037544393755UNF:6:dMWAiflZdlszidG9Fw6kSw==presenze_cas0.058.735739632662012480.076.07884.00.0.12.149797057331467UNF:6:m5Y2L4TUkvrJzGh7paJIXw==centri 20160.00.076.03.0.0.31506849315068810.52338076141074317884.0UNF:6:jr581XzxR6tUIl9VXIV3CQ==presenze 201678.144318020371167884.00.0.76.03943.014.7558346017250720.0UNF:6:eWL9+JB18iRrkysrY9KnQQ==dummy_centri 20160.45210859309889940.00.07884.01.0.76.00.2864028411973583UNF:6:25vxbgkz6/d9tq1vvMWJag==Presenze on 1000 inhabitants 201710.716514892520994.0.0202.777770996093757883.02.885978664044064377.00.0UNF:6:0nNcjsrsZC+eKz2F0tYq1A==km to nearest id5.250973297765387111.161750471858070.05.5899645046671247960.04.424465108833286.0.0UNF:6:UfzffYKE37/HwQzn/5x4Xg==presenze 20187960.0.0.0252.21720102499950.015708.00.027.032160804020755UNF:6:uHG1F8WWOT3HwJMdfDsCsQ==dummy centri 20187960.00.36183157776014080.15489949748743934.0.01.00.00.0UNF:6:fw+tkNdPufKiilHYP8Yi0g==51.365619659423835.32240181912221776.0-33.86899185180664.7884.06.5479557514190676.976822157087928UNF:6:4yNpGgO49zPp8ZwL8StJFA==Ratio % foreigners 2018/20170.25967860004020127850.01.01525551080703740.01.0390760967515145.110.012.031208992004395UNF:6:SlJJHDYrFLKQHQ8xfHlqgg==Ratio % foreigners 2018/20130.00.80454134217450317842.026.704166412353516.118.01.22756535523408221.0833892226219177UNF:6:etE7Y30hSHPND57B3uq3hA==Spatial-unit ID107.031.0322412983658.0.01.054.0107.054.0UNF:6:geee1RkBeWyVPPauNuzG0w==x-coordinate of area centroid107.0226742.07470595906743233.81362086240.0757828.9303688536.1281994.4843096063374503.743186492UNF:6:zoR44sGHp8iBVUoQb8IfHQ==y-coordinate of area centroid4099732.2855760604.107.04825162.2207297820.04758272.291971608290381.854047070845174303.821601558UNF:6:1lFTF85ZKAY2nzFWYfSmJQ==COD_RIP1.01.36762320421505652.81308411214953270.05.03.0107.0.UNF:6:pWwKQMCgP7c6FFmabr9M9w==COD_REG1.00.010.130841121495326.107.05.96544153286801220.09.0UNF:6:/M8mCdoA797YnxBKIKWUIQ==COD_PROV111.031.2910270272659760.0107.054.054.1495327102803761.0.UNF:6:+jIwJ9d275FvcyQi26/+fA==COD_CM.86.72112193053580.033.224299065420570.0107.0292.00.0UNF:6:QWzXVfUtT8xgpk+gimdxQA==COD_PCM107.080.317757009345874.560295738294310.0.292.02.061.0UNF:6:HKAmmnZjyGC/UaHRGHMmDQ==DEN_PROVUNF:6:628ARHw1BHFZThNybXbUMg==DEN_CMUNF:6:nWbtRe7pkQcgFAwAjq3Jug==DEN_PCMUNF:6:0wg9OgVJw8J4VS2lwyMlbQ==SIGLAUNF:6:lnE9krN+rsGCAEYVxN4cjA==Shape_Leng404933.3674795561.365789.718750.0129571.77343751341965.5165959.88445209718107.0UNF:6:ASYi0JBBIq5ta108yKORGg==Shape_Area2.823046829457944E91.7180013075232983E97.692089344E92.472882432E9107.00.02.12503648E8.UNF:6:RyL0SUwRdw+OBH188Gj/Ng==prov2018UNF:6:lnE9krN+rsGCAEYVxN4cjA==CodUNF:6:/rzDWodTSQLiy00/RgR+EQ==ProvinceUNF:6:/IN8rx1qiHONiEzXgY6smw==elettori2018461122.02758279885438729.716981132171004.0.304788.53183365.0106.01.0UNF:6:mXMSB57egh5CmuQjakYwmQ==votanti201849234.0332256.8367744826106.0320031.3301886792.2291957.0218387.51.0UNF:6:s2RqMs8IRq9r/VIT37uYzA==valid2018201707.51.0106.0.2144276.0297948.471698113243892.0311729.5604080167UNF:6:xZkUeWA5u50EWsxwfL/qgQ==invalid2018147681.0.21011.675794747881.0106.015053.55102.022082.85849056604UNF:6:A2CM74gHUpsbtp/gJLkpyQ==turnout20181.074.8849105834961106.059.1346778869628973.0310935974121180.37104797363281.5.535642208589819UNF:6:ezvtdp+CHbOQzK4OhcD5Ww==pdvoti20181.0434009.05383.038328.565258.43365444934106.0.55549.35849056605UNF:6:n17xSy1b85yURHz/SuPNFQ==% PD 20185.5523100294371998.61449909210205.1.0106.018.3028300303333217.87627506256103536.90020751953125UNF:6:ESKMn1sLmfYFuEaXHaKznA==elettori201373309.03202373.01.0106.0462110.1752320795309209.0.442512.6698113208UNF:6:FUT6ldr6T3dmTpYOETVchQ==votanti2013332750.37735849054.106.02483915.0348437.35375069881.0228141.056253.0UNF:6:pdYv5txyt++LeJtcJJh6YQ==valid2013214817.01.0319258.09433962265106.02406341.051248.0338059.3152757305.UNF:6:PB9vKo79qlBqmrxqYeQlBQ==invalid201313492.2830188679251.0106.0142275.02623.016959.544670861513.8090.0UNF:6:w5UI51YtpwxxQ9yOp+JL1Q==turnout20131.0106.0.76.7865638732910284.2558059692382859.70080947875976675.097597302130946.167246203265127UNF:6:593R/WiZWSYrm4Hm/2Lupg==pdvoti2013.11047.0654638.091338.7204471324258177.51.081548.93396226416106.0UNF:6:M2mflQFLe1RI7sBkxNHctg==% PD 20131.025.686533613025016106.0.24.3914260864257815.097170829772956.174483494639730544.435394287109375UNF:6:qFISTOnaFm/8yPH/rFMPjg==Turnout 2018-2013.106.0-2.0665037047188237-13.0364837646484381.0-1.98518371582031252.088562011718752.0017809489137575UNF:6:+74KhIeFEg3k8+wHXiHTDw==Pct PD 2018-2013.-7.302165985107422106.01.02.4579886936361386-2.1890106201171875-14.769693374633789-7.383703582691696UNF:6:YaP4p2b9x/CwwEDLRhwosQ==unemp20124.10509526.783082.9.176402105.02.04.85069800901525310.954332914285715UNF:6:nwQnzebWMy4jPnGFlJehHw==unemp201326.223017105.04.3630210.4207272.0.12.4853834476190485.492037932888998UNF:6:HEJjzCqzEHr0D+TlQNb4hA==unemp2016.1.09.84172853.714881106.028.3133865.83475916188155512.2184168043701UNF:6:ZqfgZ6YLlB9tQAAAhQOpUA==unemp20173.0657536.0326710190085419.938519.106.028.96242211.9243554433962271.0UNF:6:hvMh5orSTrSWRpEv8UJzzw==unemp2018106.027.6254612.8931765.9212616458460179.14024211.014027509433962.1.0UNF:6:P+RBDiEQhGlPPUxFgxFlqA==Lagged unemployment rate (monthly weighted averaged))12.1694065775695255.8283013659930733.60669328.42155866666667106.09.96275525.1.0UNF:6:6idVlN5tgEoXxqLOwGqXDQ==Unemployment rate1.03.0369901666666675.98175858279847111.7726341210691839.753365500000001106.0.28.739595166666668UNF:6:xYVnIaNb595DArVoYvJ0Qg==Change in unemployment106.0-0.3967724564719391.6.1096993333333351.51748728423391891.0-4.424311666666668-0.4185687499999995UNF:6:MlctXxfXkNNyelz1j+HTdg==Unemp2017- Unemp2012-4.342364788055422.4997890922146058.3528165817260740.2260739952325821105.00.87995710289549282.0.UNF:6:Z4R/H6saafW+SNPKy1OjZg==Added value.1531.6107.014595.420716510904157765.783333333358628.2521800.5027557387070.0UNF:6:xuh7JoAIKVkSLRz5O5HrUA==Added value per capita0.0235253771380433480.00661702410780859450.01348784752190113106.01.00.048773560672998430.02369264606386423.UNF:6:2BL0fEvRS8qqUBN3t01Y/A==Lag Added value.14275.0982866043610.08404.6153971.7666666666621361.1912007162721501.85107.0UNF:6:+gHE8uDCO4H9S1ouQc2clw==growth107.0-0.29264965458122612.17585339622778972.019121131962838.0.04.9833610817628811.0793360431403323UNF:6:9+gOxj3VrgRrt897pOPNBQ==Unemp2018 - Unemp2013105.0-1.68468296527862556.6329450607299805-7.9752650260925292.0.-1.5352920317756282.3517230002909018UNF:6:SGghGpR4Bdh/b9o8JMjYOQ==% foreigners 201213.4570462985988526.5273559645618883.3465361911746617.0290243539762541.01.0973333886285406106.0.UNF:6:fx+RW5eHUof3QKvdZGYvfg==% foreigners 2013106.07.37937972492136614.739097514217132.6.9949574993759531.01.25894792873816893.4953099071227345UNF:6:10ThZZWna1WWqPnrs1EDPA==% foreigners 20171.016.62202287437944.3.3849072747268717.7716897617973261.64066581651283388.4074984571524106.0UNF:6:8gKo5j4RQRlbtAwuJ0KGNg==% foreigners 20183.38517051649276917.4670306282242041.85230195291524188.560619687132426.7.9546817747127641.0106.0UNF:6:StOAwvNsP7+YQn9rkhjCeQ==Change % foreigners 2018-20171.00.18299201291543796106.00.8450077538447651.0.17388029653730763-0.205207976970875450.1617592052818077UNF:6:3NKNa52CQeUG2RF6EHwetw==Change % foreigners 2018-2013106.00.95972427533681040.86545442857779221.00.9819613368903293.4537880842665674.-1.4344817517352855UNF:6:7DHlFGGQmkvZCMpHtiB6NQ==Increase foreigners 2018/20131.020.969805446147536.21.87729602033562889.66999172318582106.0-13.11458085536160617.10210416976367UNF:6:Zv/fn5pyKaSl/QrckcNFtA==(sum) pop2018390259.5.4355725.085237.0619106.3838258701106.0569425.83962264161.0UNF:6:qBDdP1jJCwIcTvtce6ujzg==Increase foreigners 2018/20173.184797666228886417.943405151367188.3.398432829428398106.0-2.11362981796264651.02.4219541549682617UNF:6:fDhUIYajPCk2sg4e3N3E3g==Ratio % foreigners 2018/20171.179434061050415.1.02421951293945310.0339843335121215941.01.0318479757263976106.00.9788637161254883UNF:6:Q5mP0fgUBqYxC0YLP6thhA==Ratio % foreigners 2018/2013106.00.209698057498635880.86885416507720951.89669990539550781.01.1710210442543031.2187729584720899.UNF:6:UJxzN4eg/xRjMrni5IHLFA==Comuni.doStata syntax for analysis on municipal dataapplication/x-stata-syntaxProvince.doStata syntax for analysis on provincial dataapplication/x-stata-syntax