Add world trade analysis notebook

.pre-commit-config.yaml

@@ -3,8 +3,8 @@ repos:
   rev: 1.7.0
   hooks:
    - id: nbqa-pyupgrade
-     additional_dependencies: [jupytext]
-     args: [--py311-plus, --nbqa-shell]
+     additional_dependencies: [jupytext, pyupgrade]
+     args: [--py39-plus, --nbqa-shell]
    - id: nbqa-black
-     additional_dependencies: [jupytext]
+     additional_dependencies: [jupytext, black]
      args: [--nbqa-shell]

content/exploratory_notebooks/index.md

@@ -0,0 +1,11 @@
+# Exploratory Notebooks
+
+A collection of notebooks that use network science techniques and algorithms to explore and analyse real world datasets.
+
+```{toctree}
+---
+maxdepth: 1
+---
+facebook/facebook_notebook
+world_trade/world_trade_network
+```

content/exploratory_notebooks/world_trade/data/diamonds.csv

@@ -0,0 +1,236 @@
+,level_0,index,exporter,importer,value,quantity
+0,0,701791,BEL,POL,942.567,9.35
+1,1,1218769,CAN,BEL,625.517,1.411
+2,2,1222763,CAN,BWA,207346.587,0.711
+3,3,1336186,CAN,IND,180283.859,0.645
+4,4,8665672,ZAF,ARE,207921.077,0.356
+5,5,588925,BEL,FRA,16088.34,0.337
+6,6,3911200,HKG,IND,122962.274,0.336
+7,7,8548916,ZAF,BEL,112091.861,0.269
+8,8,2983242,FRA,ITA,200.187,0.242
+9,9,628826,BEL,ITA,32000.597,0.231
+10,10,10600437,GBR,IND,102156.88,0.21
+11,11,9764794,ARE,IND,24200.425,0.16
+12,12,604073,BEL,GRC,815.452,0.154
+13,13,8688598,ZWE,ARE,23369.566,0.138
+14,14,727043,BEL,IND,24777.573,0.137
+15,15,11008913,USA,IND,22849.113,0.094
+16,16,698574,BEL,PHL,8.105,0.059
+17,17,10790833,USA,DOM,1699.028,0.056
+18,18,3388156,DEU,ITA,44.25,0.049
+19,19,2575542,DOM,USA,78.422,0.041
+20,20,8684208,ZWE,BEL,31815.535,0.038
+21,21,8831236,ESP,ITA,7.954,0.036
+22,22,10830925,USA,GTM,30.524,0.033
+23,23,853403,BRA,BEL,24237.229,0.029
+24,24,777679,BEL,GBR,5530.99,0.028
+25,25,8646492,ZAF,IND,9188.656,0.026
+26,26,3771575,GIN,ARE,4935.447,0.023
+27,27,4444273,ITA,BEL,1376.143,0.023
+28,28,6343379,NLD,ITA,12.071,0.021
+29,29,8034915,IND,TUN,661.915,0.019
+30,30,4522538,ITA,FRA,126.298,0.019
+31,31,1378268,CAF,ARE,11237.375,0.018
+32,32,8647806,ZAF,SGP,2423.814,0.018
+33,33,8182657,SGP,IND,2337.692,0.018
+34,34,4609018,ITA,MLT,591.131,0.016
+35,35,10984969,USA,QAT,169.198,0.016
+36,36,1865722,CHN,SAU,0.608,0.016
+37,37,4531682,ITA,DEU,111.59,0.015
+38,38,4537795,ITA,GRC,185.27,0.014
+39,39,3351277,DEU,GRC,41.297,0.014
+40,40,621974,BEL,IRL,2694.129,0.013
+41,41,763674,BEL,TUN,201.596,0.012
+42,42,4720533,ITA,SWE,133.385,0.012
+43,43,4400803,ISR,ESP,110.114,0.012
+44,44,681644,BEL,NLD,4.383,0.012
+45,45,7399673,ROU,ITA,2.274,0.012
+46,46,1048656,BGR,ITA,2.233,0.012
+47,47,4635691,ITA,NLD,66.323,0.011
+48,48,2259901,CZE,ITA,1.186,0.009
+49,49,9681884,ARE,ISR,1335.376,0.006
+50,50,4665836,ITA,PRT,855.534,0.006
+51,51,101235,AUS,BEL,259.652,0.006
+52,52,2861095,FRA,BEL,58.342,0.006
+53,53,7984964,IND,SAU,239.442,0.004
+54,54,10477012,GBR,IRL,15.667,0.004
+55,55,3641157,GRC,BEL,9.767,0.004
+56,56,3772570,GUY,BEL,530.346,0.003
+57,57,3775869,GUY,ARE,445.385,0.003
+58,58,598583,BEL,DEU,57.563,0.003
+59,59,10774312,USA,CRI,8.817,0.003
+60,60,4267016,IRL,FRA,4.667,0.003
+61,61,4661507,ITA,POL,2.326,0.003
+62,62,9618892,ARE,BEL,1980.126,0.002
+63,63,744656,BEL,ESP,1662.937,0.002
+64,64,4458789,ITA,BGR,1164.618,0.002
+65,65,6304688,NLD,DEU,749.555,0.002
+66,66,3677523,GRC,ITA,272.03,0.002
+67,67,10660417,GBR,USA,142.465,0.002
+68,68,11032020,USA,ESP,56.756,0.002
+69,69,4594020,ITA,LTU,50.231,0.002
+70,70,7873012,IND,IRL,49.889,0.002
+71,71,2542757,DNK,GBR,46.769,0.002
+72,72,2530157,DNK,THA,36.893,0.002
+73,73,4434130,ITA,AUT,14.628,0.002
+74,74,663450,BEL,MLT,11.411,0.002
+75,75,4488862,ITA,HRV,8.164,0.002
+76,76,7942622,IND,NPL,6.344,0.002
+77,77,6797620,PAK,ARE,2.731,0.002
+78,78,3088389,FRA,PRT,2.051,0.002
+79,79,9754596,ARE,SAU,0.834,0.002
+80,80,504108,ARM,RUS,1516.435,0.001
+81,81,1160246,BLR,RUS,693.899,0.001
+82,82,8032116,IND,ARE,542.662,0.001
+83,83,8116298,SGP,HKG,402.424,0.001
+84,84,3853303,HKG,IDN,119.592,0.001
+85,85,4672797,ITA,ROU,28.386,0.001
+86,86,3769909,GIN,BEL,25.118,0.001
+87,87,7964317,IND,PER,21.324,0.001
+88,88,3161721,FRA,TUN,14.883,0.001
+89,89,8587866,ZAF,IRL,8.802,0.001
+90,90,4561372,ITA,IRL,4.848,0.001
+91,91,986913,BRA,GBR,3.925,0.001
+92,92,9073673,SWE,FRA,3.227,0.001
+93,93,3315952,DEU,DNK,0.5,0.001
+94,94,2952892,FRA,GRC,0.484,0.001
+95,95,9564131,THA,ESP,0.386,0.001
+96,96,3011524,FRA,LTU,0.163,0.001
+97,97,7893567,IND,KOR,0.02,0.001
+98,98,11019683,USA,VNM,1989.778,
+99,99,4715266,ITA,ESP,924.369,
+100,100,1892370,CHN,VNM,657.75,
+101,101,749753,BEL,SWE,336.965,
+102,102,1353860,CAN,THA,305.027,
+103,103,980350,BRA,ARE,287.517,
+104,104,9773351,ARE,ZAF,212.005,
+105,105,8677517,ZAF,USA,206.537,
+106,106,3771778,GIN,USA,192.966,
+107,107,6223653,NLD,BEL,141.621,
+108,108,4415224,ISR,UZB,117.219,
+109,109,8056914,IND,USA,110.912,
+110,110,7996111,IND,SGP,98.646,
+111,111,10862906,USA,ISR,97.713,
+112,112,9808326,ARE,UZB,96.927,
+113,113,9866519,TUR,AZE,93.055,
+114,114,7745385,SLE,USA,88.201,
+115,115,7566156,RUS,IND,87.933,
+116,116,3468984,DEU,NLD,83.369,
+117,117,868762,BRA,CHN,82.0,
+118,118,7484721,RUS,BLR,74.841,
+119,119,3333349,DEU,FIN,73.982,
+120,120,3565118,DEU,SWE,68.559,
+121,121,3776525,GUY,USA,63.235,
+122,122,8588889,ZAF,ISR,60.528,
+123,123,10174094,TUR,UZB,58.148,
+124,124,4413410,ISR,USA,56.0,
+125,125,4261814,IRL,DNK,50.12,
+126,126,5579689,MAC,MYS,49.778,
+127,127,8199664,SGP,ARE,49.228,
+128,128,839267,BWA,USA,48.367,
+129,129,990279,BRA,USA,45.301,
+130,130,10719832,USA,BMU,44.977,
+131,131,8142754,SGP,MYS,42.473,
+132,132,835054,BWA,IND,37.481,
+133,133,3913926,HKG,SGP,37.252,
+134,134,7875668,IND,ISR,36.0,
+135,135,907689,BRA,ISR,34.549,
+136,136,525890,BEL,AUT,33.099,
+137,137,9701164,ARE,LBN,32.143,
+138,138,3240525,DEU,AUT,32.025,
+139,139,10433900,GBR,FIN,30.66,
+140,140,963233,BRA,IND,29.725,
+141,141,1258769,CAN,DEU,27.673,
+142,142,8672270,ZAF,GBR,27.38,
+143,143,1295991,CAN,MYS,24.857,
+144,144,1365575,CAN,GBR,24.119,
+145,145,297183,AUT,DEU,20.257,
+146,146,8431840,VNM,USA,18.688,
+147,147,9805125,ARE,USA,18.65,
+148,148,634094,BEL,JPN,17.639,
+149,149,10370493,GBR,BEL,16.883,
+150,150,1206075,CMR,ARE,16.359,
+151,151,10616748,GBR,ZAF,16.161,
+152,152,3875151,HKG,MYS,15.222,
+153,153,3015467,FRA,LUX,14.649,
+154,154,1276777,CAN,ISR,14.643,
+155,155,1268446,CAN,HKG,14.342,
+156,156,10843932,USA,HKG,14.257,
+157,157,6285541,NLD,EST,12.957,
+158,158,8634810,ZAF,POL,12.918,
+159,159,1749636,CHN,MYS,12.429,
+160,160,1838233,CHN,PHL,11.674,
+161,161,7756157,IND,AUS,11.447,
+162,162,8715126,ESP,BEL,10.553,
+163,163,1351753,CAN,CHE,9.306,
+164,164,9671455,ARE,HKG,9.133,
+165,165,7525538,RUS,KAZ,7.902,
+166,166,581414,BEL,EST,7.333,
+167,167,9799773,ARE,GBR,6.899,
+168,168,9610926,ARE,AUT,6.486,
+169,169,4765861,ITA,URY,6.361,
+170,170,6431378,NLD,POL,6.267,
+171,171,10682442,TZA,ARE,6.071,
+172,172,9694847,ARE,KOR,5.85,
+173,173,11080647,USA,UZB,5.759,
+174,174,650947,BEL,LTU,4.92,
+175,175,3427089,DEU,LUX,4.418,
+176,176,10697864,USA,AUS,4.368,
+177,177,9415233,THA,AUS,4.361,
+178,178,9371095,CHE,ESP,4.343,
+179,179,10749033,USA,CAN,3.958,
+180,180,9533704,THA,PER,3.834,
+181,181,3369190,DEU,ISL,3.607,
+182,182,6600521,NZL,SGP,3.466,
+183,183,584471,BEL,FIN,3.282,
+184,184,9661074,ARE,GEO,2.72,
+185,185,7969726,IND,POL,2.7,
+186,186,2658102,EST,JPN,2.46,
+187,187,6214086,NLD,AUT,2.449,
+188,188,9743367,ARE,POL,2.248,
+189,189,8740114,ESP,CHL,1.901,
+190,190,7420707,ROU,NLD,1.668,
+191,191,9628714,ARE,CAN,1.608,
+192,192,1884546,CHN,SGP,1.429,
+193,193,4331369,IRL,GBR,1.372,
+194,194,10885507,USA,KOR,1.296,
+195,195,6290081,NLD,FIN,1.113,
+196,196,9273480,CHE,HKG,1.095,
+197,197,8096035,SGP,CHN,1.042,
+198,198,219669,AUS,ARE,1.025,
+199,199,10547981,GBR,NLD,0.918,
+200,200,3570071,DEU,CHE,0.85,
+201,201,7063241,POL,LTU,0.84,
+202,202,5371660,LVA,LTU,0.77,
+203,203,10859140,USA,IRL,0.757,
+204,204,5550099,LUX,NLD,0.751,
+205,205,8499188,SVN,NLD,0.743,
+206,206,10641488,GBR,ARE,0.736,
+207,207,9810480,ARE,YEM,0.646,
+208,208,9726231,ARE,OMN,0.645,
+209,209,9132946,SWE,NLD,0.607,
+210,210,2781812,FIN,NLD,0.531,
+211,211,4021042,HUN,NLD,0.513,
+212,212,5379161,LVA,NLD,0.448,
+213,213,10808514,USA,FIN,0.415,
+214,214,11026571,USA,ZAF,0.279,
+215,215,4368726,ISR,ISL,0.243,
+216,216,5855894,MEX,SGP,0.197,
+217,217,2128087,HRV,NLD,0.177,
+218,218,6442639,NLD,ROU,0.17,
+219,219,2176034,CYP,NLD,0.168,
+220,220,8272709,SVK,NLD,0.156,
+221,221,5469647,LTU,NLD,0.13,
+222,222,2672132,EST,NLD,0.084,
+223,223,8552953,ZAF,BWA,0.084,
+224,224,1065449,BGR,NLD,0.082,
+225,225,836089,BWA,ZAF,0.08,
+226,226,4035408,HUN,ROU,0.076,
+227,227,949075,BRA,PER,0.066,
+228,228,6520845,NLD,GBR,0.043,
+229,229,654894,BEL,LUX,0.033,
+230,230,861754,BRA,CAN,0.02,
+231,231,3987629,HUN,DEU,0.012,
+232,232,5696165,MYS,SGP,0.007,
+233,233,3755866,GTM,HND,0.006,
+234,234,5740359,MLT,NLD,0.006,