diff --git a/_posts/2023-06-07-Oaxaca-Development.md b/_posts/2023-06-07-Oaxaca-Development.md
index 31a8063..e30eae0 100644
--- a/_posts/2023-06-07-Oaxaca-Development.md
+++ b/_posts/2023-06-07-Oaxaca-Development.md
@@ -17,7 +17,7 @@ categories:
twitter_text:
introduction: 'Poverty and food insecurity indicators and census variables for 2010 and 2020 in the State of Oaxaca, Mexico'
---
-
+
@@ -29,260 +29,258 @@ Municipalities in the State of Oaxaca, Mexico. Poverty and food insecurity indic
- Variables = 413
- Years = 2000, 2010, 2020
-The Mexico poverty codebook is included in the downloaded zip file.
+The Mexic * poverty codebook is included in the downloaded zip file.
-Oaxaca Census Variables Master Data Dictionary – 2000, 2010, 2020
+Oaxaca Census Variables Master Data Dictionary – 2000, 2010, 2020 - is computed
-- is computed
+* MUN: municipality code, 1 t * 570
+* NOM_MUN: municipality name > NOM
+* ALT: altitude, average of altitudes of localities in munipality for 2020
-• MUN: municipality code, 1 to 570
-• NOM_MUN: municipality name > NOM
-• ALT: altitude, average of altitudes of localities in munipality for 2020
+**Population totals**
-Population totals
-
-• POBTOT: total population > PTOTxx
-• POBFEM, PFEMENI: female population > PFEMxx
-• POBMAS, PMASCUL: male population > PMASxx
-• RELxx \* > sex ratio male/female
+* POBTOT: total population > PTOTxx
+* POBFEM, PFEMENI: female population > PFEMxx
+* POBMAS, PMASCUL: male population > PMASxx
+* RELxx \* > sex rati * male/female
Population category totals
-• P5Uxx: ages five and up
-• P12Uxx: ages twelve and up
-• P15Uxx: ages fifteen and up
-• P18Uxx: ages eighteen and up
-• PM18Uxx: male ages eighteen and up
-• PF18Uxx: female ages eighteen and up
-• P6T14xx: population 6-14 (6-11 + 12-14 for > 00)
-• P15T17xx: population 15-17
-• P15T24xx: population 15-24 (15-17 + 18-24 for > 00)
-• F15T49xx: female population 15 to 49
+* P5Uxx: ages five and up
+* P12Uxx: ages twelve and up
+* P15Uxx: ages fifteen and up
+* P18Uxx: ages eighteen and up
+* PM18Uxx: male ages eighteen and up
+* PF18Uxx: female ages eighteen and up
+* P6T14xx: population 6-14 (6-11 + 12-14 for > 00)
+* P15T17xx: population 15-17
+* P15T24xx: population 15-24 (15-17 + 18-24 for > 00)
+* F15T49xx: female population 15 t * 49
Demographic characteristics
-• NACIxx: total people that were born inside muni
-• NACOxx: total people that were born outside muni (Note: sum of these does not equal population)
-• P5RESxx: resident (5yr+) of muni five years ago (resp 1995, 2005 and 2015)
-• P5NRESxx: not resident (5yr+) of muni five years ago (Note: sum of these does not equal population over 5, but close)
-• PINDxx: people > 5yr speaking indigenous language
-• PINDNSxx: people > 5yr speaking indigenous language no Spanish
-• PINDSxx: people > 5yr spatial indigenous language and Spanish
-• DISxx: disabled population (PCON_DISC 2020 and 2000 only)
-• P15ANxx: population 15+ no read or write
-• P614NSxx: population 6 to 14 not attending school
-• P15NSxx: 15+ population without any schooling
-• P15PRIxx: 15+ population with completed primary education
-• P15SCxx: 15+ population with completed secondary education
-• P18HIxx: 18+ population with higher education
-• GRADxx: average number of grades completed
-• PEAxx: population > 12 economically active
-• PIEAxx: population > 12 not economically active
-• PJOBxx: population > 12 with a job
-• PNOHxx: population without access to health services
-• PHAxx: population with access to health services
-• PSINxx: population > 12 single
-• PMARxx: population > 12 married
-• PCATxx: catholic population > 5
-• PROTHxx: other religion, non-catholic in 2000, not cath or prot in others (> 5)
-• PNRELxx: no religion > 5
-• HHxx: total number of households
-• HHFxx: female headed households
-• HHMxx: male headed households
-• PHHxx: people in households
-• PHHFxx: people in female headed households
-• PHHMxx: people in male headed households
+* NACIxx: total people that were born inside muni
+* NACOxx: total people that were born outside muni (Note: sum of these does not equal population)
+* P5RESxx: resident (5yr+) of muni five years ag * (resp 1995, 2005 and 2015)
+* P5NRESxx: not resident (5yr+) of muni five years ag * (Note: sum of these does not equal population over 5, but close)
+* PINDxx: people > 5yr speaking indigenous language
+* PINDNSxx: people > 5yr speaking indigenous language n * Spanish
+* PINDSxx: people > 5yr spatial indigenous language and Spanish
+* DISxx: disabled population (PCON_DISC 2020 and 2000 only)
+* P15ANxx: population 15+ n * read or write
+* P614NSxx: population 6 t * 14 not attending school
+* P15NSxx: 15+ population without any schooling
+* P15PRIxx: 15+ population with completed primary education
+* P15SCxx: 15+ population with completed secondary education
+* P18HIxx: 18+ population with higher education
+* GRADxx: average number of grades completed
+* PEAxx: population > 12 economically active
+* PIEAxx: population > 12 not economically active
+* PJOBxx: population > 12 with a job
+* PNOHxx: population without access t * health services
+* PHAxx: population with access t * health services
+* PSINxx: population > 12 single
+* PMARxx: population > 12 married
+* PCATxx: catholic population > 5
+* PROTHxx: other religion, non-catholic in 2000, not cath or prot in others (> 5)
+* PNRELxx: n * religion > 5
+* HHxx: total number of households
+* HHFxx: female headed households
+* HHMxx: male headed households
+* PHHxx: people in households
+* PHHFxx: people in female headed households
+* PHHMxx: people in male headed households
Housing
-• HOMSxx: total inhabited private homes (vivparhab)
-• OCCxx: occupants of inhabited private homes (occupvivpar)
-• AVHMxx: average number of occupants in inhabited private homes
-• AVRMxx: average number of occupants per room in inhabited private homes
-• NODIRxx: private inhabited dwellings with floor other than dirt (vph_pisodt, vp_pisdes)
-• ONRMxx: private inhabited dwellings with one bedroom only (vph_1dor, vp_ccuart)
-• ELECxx: private inhabited dwellings with electricity (vph_c_elec, vp_elec)
-• WATxx: private inhabited dwellings with piped water (vph_aguadv, vp_aguent)
-• DRAINxx: private inhabited dwellings that have drainage (vph_drenaj, vp_drenaj)
-• REFRxx: private inhabited dwellings with a refrigerator (vph_refri, vp_refri)
-• WASHxx: private inhabited dwellings with a washing machine (vph_lavad)
-• CARxx: private inhabited dwellings with a car or van (vph_autom)
-• RADxx: private inhabited dwellings with a radio
-• TVxx: private inhabited dwellings with a tv
-• TELxx: private inhabited dwellings with a land line
+* HOMSxx: total inhabited private homes (vivparhab)
+* OCCxx: occupants of inhabited private homes (occupvivpar)
+* AVHMxx: average number of occupants in inhabited private homes
+* AVRMxx: average number of occupants per room in inhabited private homes
+* NODIRxx: private inhabited dwellings with floor other than dirt (vph_pisodt, vp_pisdes)
+* ONRMxx: private inhabited dwellings with one bedroom only (vph_1dor, vp_ccuart)
+* ELECxx: private inhabited dwellings with electricity (vph_c_elec, vp_elec)
+* WATxx: private inhabited dwellings with piped water (vph_aguadv, vp_aguent)
+* DRAINxx: private inhabited dwellings that have drainage (vph_drenaj, vp_drenaj)
+* REFRxx: private inhabited dwellings with a refrigerator (vph_refri, vp_refri)
+* WASHxx: private inhabited dwellings with a washing machine (vph_lavad)
+* CARxx: private inhabited dwellings with a car or van (vph_autom)
+* RADxx: private inhabited dwellings with a radio
+* TVxx: private inhabited dwellings with a tv
+* TELxx: private inhabited dwellings with a land line
2010 and 2020 only
-• P60Uxx: population over 60
-• PM60Uxx: male population over 60
-• PF60Uxx: female population over 60
-• P65Uxx: population over 65
-• CBRxx: crude birth rate (PROM_HNV)
-• PHOGxx: people in indigenous households (PHOG_IND)
-• LIMxx: population with limitations (mobility etc.)
-• PSEPxx: population > 12 divorced etc.
-• PNCATxx: non-catholic (2010), evangelical Christian (2020)
-• CELxx: private inhabited dwellings that have cell service
-• INTERxx: private inhabited dwellings with internet service
-• PCxx: private inhabited dwellings with a PC
-• CATMAXxx: largest category of locality setting (max tamloc)
-• CATMINxx: smallest category of locality setting (min tamloc)
-o tam_loc,descripcion
-o 1,1 a 249 habitantes
-o 2,250 a 499 habitantes
-o 3,500 a 999 habitantes
-o 4,1 000 a 2 499 habitantes
-o 5,2 500 a 4 999 habitantes
-o 6,5 000 a 9 999 habitantes
-o 7,10 000 a 14 999 habitantes
-o 8,15 000 a 29 999 habitantes
-o 9,30 000 a 49 999 habitantes
-o 10,50 000 a 99 999 habitantes
-o 11,100 000 a 249 999 habitantes
-o 12,250 000 a 499 999 habitantes
-o 13,500 000 a 999 999 habitantes
-o 14,1 000 000 y más habitants
+* P60Uxx: population over 60
+* PM60Uxx: male population over 60
+* PF60Uxx: female population over 60
+* P65Uxx: population over 65
+* CBRxx: crude birth rate (PROM_HNV)
+* PHOGxx: people in indigenous households (PHOG_IND)
+* LIMxx: population with limitations (mobility etc.)
+* PSEPxx: population > 12 divorced etc.
+* PNCATxx: non-catholic (2010), evangelical Christian (2020)
+* CELxx: private inhabited dwellings that have cell service
+* INTERxx: private inhabited dwellings with internet service
+* PCxx: private inhabited dwellings with a PC
+* CATMAXxx: largest category of locality setting (max tamloc)
+* CATMINxx: smallest category of locality setting (min tamloc)
+ * tam_loc,descripcion
+ * 1,1 a 249 habitantes
+ * 2,250 a 499 habitantes
+ * 3,500 a 999 habitantes
+ * 4,1 000 a 2 499 habitantes
+ * 5,2 500 a 4 999 habitantes
+ * 6,5 000 a 9 999 habitantes
+ * 7,10 000 a 14 999 habitantes
+ * 8,15 000 a 29 999 habitantes
+ * 9,30 000 a 49 999 habitantes
+ * 10,50 000 a 99 999 habitantes
+ * 11,100 000 a 249 999 habitantes
+ * 12,250 000 a 499 999 habitantes
+ * 13,500 000 a 999 999 habitantes
+ * 14,1 000 000 y más habitants
2020 only
-• AFROxx: population of African descent
+* AFROxx: population of African descent
Proportions in percent (p_varname) \*
-• Population age distribution
-o p_P5Uxx = P5Uxx / PTOTxx
-o p_P12Uxx = P12Uxx / PTOTxx
-o p_P15Uxx = P15Uxx / PTOTxx
-o p_P18Uxx = P18Uxx / PTOTxx
-o p_PM18Uxx = PM18Uxx / PTOTxx
-o p_PF18Uxx = PF18Uxx / PTOTxx
-o p_P6T14xx = P6T14xx / PTOTxx
-o p_P15T17xx = P15T17xx / PTOTxx
-o p_P15T24xx = P15T24xx / PTOTxx
-o p_F15T49xx = F15T49xx / PFEMxx
-
-• Born in/not in muni
-o T1 = NACIxx + NACOxx
-o p_NACIxx = NACIxx / T1
-o p_NACOxx = NACOxx / T1
-• five years ago (mobility)
-o p_P5RESxx = P5RESxx / P5Uxx
-o p_P5NRESxx = P5NRESxx / P5Uxx
-• language spoken
-o p_PINDxx = PINDxx / P5Uxx
-o p_PINDNSxx = PINDNSxx / P5Uxx
-o p_PINDSxx = PINDSxx / P5Uxx
-• disabled (2020 only)
-o p_DISxx = DISxx / PTOTxx
-• schooling
-o p_P15ANxx = P15ANxx / P15Uxx
-o p_P614NSxx = P614NSxx / P6T14xx
-o p_P15NSxx = P15NSxx / P15Uxx
-o p_P15PRIxx = P15PRIxx / P15Uxx
-o p_P15SCxx = P15SCxx / P15Uxx
-o p_P18HIxx = P18HIxx / P18Uxx
-• labor market
-o p_PEAxx = PEAxx / P12Uxx
-o p_PIEAxx = PIEAxx / P12Uxx
-o p_PJOBxx = PJOBxx / P12Uxx
-• health
-o p_PHAxx = PHAxx / PTOTxx
-o p_NOHxx = PNOHxx / PTOTxx
-• marital
-o p_PSINxx = PSINxx / P12Uxx
-o p_PMARxx = PMARxx / P12Uxx
-• religion
-o p_PCATxx = PCATxx / PTOTxx
-o p_PROTHxx = PROTHxx / PTOTxx
-o p_PNRELxx = PNRELxx / PTOTxx
-• households
-o p_HHFxx = HHFxx / HHxx
-o p_HHMxx = HHMxx / HHxx
-o p_PHHFxx = PHHFxx / PHHxx
-o p_PHHMxx = PHHMxx / PHHxx
-• housing
-o p_OCCxx = OCCxx / PTOTxx
-o p_NODIRxx = NODIRxx / HOMSxx
-o p_ONRMxx = ONRMxx / HOMSxx
-o p_ELECxx = ELEXxx / HOMSxx
-o p_WATxx = WATxx / HOMSxx
-o p_DRAINxx = DRAINxx / HOMSxx
-o p_REFRxx = REFRxx / HOMSxx
-o p_WASHxx = WASHxx / HOMSxx
-o p_CARxx = CARxx / HOMSxx
-o p_RADxx = RADxx / HOMSxx
-o p_TVxx = TVxx / HOMSxx
-o p_TELxx = TELxx / HOMSxx
+* Population age distribution
+ * p_P5Uxx = P5Uxx / PTOTxx
+ * p_P12Uxx = P12Uxx / PTOTxx
+ * p_P15Uxx = P15Uxx / PTOTxx
+ * p_P18Uxx = P18Uxx / PTOTxx
+ * p_PM18Uxx = PM18Uxx / PTOTxx
+ * p_PF18Uxx = PF18Uxx / PTOTxx
+ * p_P6T14xx = P6T14xx / PTOTxx
+ * p_P15T17xx = P15T17xx / PTOTxx
+ * p_P15T24xx = P15T24xx / PTOTxx
+ * p_F15T49xx = F15T49xx / PFEMxx
+
+* Born in/not in muni
+ * T1 = NACIxx + NACOxx
+ * p_NACIxx = NACIxx / T1
+ * p_NACOxx = NACOxx / T1
+* five years ag * (mobility)
+ * p_P5RESxx = P5RESxx / P5Uxx
+ * p_P5NRESxx = P5NRESxx / P5Uxx
+* language spoken
+ * p_PINDxx = PINDxx / P5Uxx
+ * p_PINDNSxx = PINDNSxx / P5Uxx
+ * p_PINDSxx = PINDSxx / P5Uxx
+* disabled (2020 only)
+ * p_DISxx = DISxx / PTOTxx
+* schooling
+ * p_P15ANxx = P15ANxx / P15Uxx
+ * p_P614NSxx = P614NSxx / P6T14xx
+ * p_P15NSxx = P15NSxx / P15Uxx
+ * p_P15PRIxx = P15PRIxx / P15Uxx
+ * p_P15SCxx = P15SCxx / P15Uxx
+ * p_P18HIxx = P18HIxx / P18Uxx
+* labor market
+ * p_PEAxx = PEAxx / P12Uxx
+ * p_PIEAxx = PIEAxx / P12Uxx
+ * p_PJOBxx = PJOBxx / P12Uxx
+* health
+ * p_PHAxx = PHAxx / PTOTxx
+ * p_NOHxx = PNOHxx / PTOTxx
+* marital
+ * p_PSINxx = PSINxx / P12Uxx
+ * p_PMARxx = PMARxx / P12Uxx
+* religion
+ * p_PCATxx = PCATxx / PTOTxx
+ * p_PROTHxx = PROTHxx / PTOTxx
+ * p_PNRELxx = PNRELxx / PTOTxx
+* households
+ * p_HHFxx = HHFxx / HHxx
+ * p_HHMxx = HHMxx / HHxx
+ * p_PHHFxx = PHHFxx / PHHxx
+ * p_PHHMxx = PHHMxx / PHHxx
+* housing
+ * p_OCCxx = OCCxx / PTOTxx
+ * p_NODIRxx = NODIRxx / HOMSxx
+ * p_ONRMxx = ONRMxx / HOMSxx
+ * p_ELECxx = ELEXxx / HOMSxx
+ * p_WATxx = WATxx / HOMSxx
+ * p_DRAINxx = DRAINxx / HOMSxx
+ * p_REFRxx = REFRxx / HOMSxx
+ * p_WASHxx = WASHxx / HOMSxx
+ * p_CARxx = CARxx / HOMSxx
+ * p_RADxx = RADxx / HOMSxx
+ * p_TVxx = TVxx / HOMSxx
+ * p_TELxx = TELxx / HOMSxx
Selected years
2020 and 2010
-• demographics
-o p_P60Uxx = P60Uxx / PTOTxx
-o p_PM60Uxx = PM60Uxx / PTOTxx
-o p_PF60Uxx = PF60Uxx / PTOTxx
-o p_P65Uxx = P65Uxx / PTOTxx
-o p_PHOGxx = PHOGxx / PTOTxx
-o p_LIMxx = LIMxx / PTOTxx
-o p_PSEPxx = PSEPxx / P12Uxx
-o p_PNCATxx = PNCATxx / PTOTxx
-o p_CELxx = CELxx / HOMSxx
-o p_INTERxx = INTERxx / HOMSxx
-o p_PCxx = PCxx / HOMSxx
+* demographics
+ * p_P60Uxx = P60Uxx / PTOTxx
+ * p_PM60Uxx = PM60Uxx / PTOTxx
+ * p_PF60Uxx = PF60Uxx / PTOTxx
+ * p_P65Uxx = P65Uxx / PTOTxx
+ * p_PHOGxx = PHOGxx / PTOTxx
+ * p_LIMxx = LIMxx / PTOTxx
+ * p_PSEPxx = PSEPxx / P12Uxx
+ * p_PNCATxx = PNCATxx / PTOTxx
+ * p_CELxx = CELxx / HOMSxx
+ * p_INTERxx = INTERxx / HOMSxx
+ * p_PCxx = PCxx / HOMSxx
2020 only
-• p_AFROxx = AFROxx / PTOTxx
+* p_AFROxx = AFROxx / PTOTxx
-Year to year change for percentages \*
+Year t * year change for percentages \*
-Applied to all the p\_ variables
+Applied t * all the p\_ variables
-• c_XX01 = 2010 – 2000
-• c_XX12 = 2020 – 2010
+* c_XX01 = 2010 – 2000
+* c_XX12 = 2020 – 2010
Percentage change in totals (denominators used in p\_ calculations)
-• c_PTOT01 = (PTOT10 – PTOT00)/PTOT00
-o c_PTOT12 = (PTOT20 – PTOT10)/PTOT10
-• c_P6T1401 = (P6T1410 – P6T1400)/P6T1400
-• c_P15T1701 = (P15T1710 – P15T1700) / P15T1700
-• c_P15T2401 = (P15T2410 – P15T2400) / P15T2400
-• c_F15T4901 = (F15T4910 – F15T4900) / F15T4900
-• c_GRAD01 = GRAD10 – GRAD00
-• c_HH01 = (HH10 – HH00) / HH00
-• c_PHH01 = (PHH10 – PHH00) / PHH00
-• c_HOMS01 = (HOMS10 – HOMS00) / HOMS00
-• c_OCC01 = (OCC10 – OCC00) / OCC00
-• c_AVHM01 = AVHM10 – AVHM00
-• c_AVRM01 = AVRM10 – AVRM00
+* c_PTOT01 = (PTOT10 – PTOT00)/PTOT00
+ * c_PTOT12 = (PTOT20 – PTOT10)/PTOT10
+* c_P6T1401 = (P6T1410 – P6T1400)/P6T1400
+* c_P15T1701 = (P15T1710 – P15T1700) / P15T1700
+* c_P15T2401 = (P15T2410 – P15T2400) / P15T2400
+* c_F15T4901 = (F15T4910 – F15T4900) / F15T4900
+* c_GRAD01 = GRAD10 – GRAD00
+* c_HH01 = (HH10 – HH00) / HH00
+* c_PHH01 = (PHH10 – PHH00) / PHH00
+* c_HOMS01 = (HOMS10 – HOMS00) / HOMS00
+* c_OCC01 = (OCC10 – OCC00) / OCC00
+* c_AVHM01 = AVHM10 – AVHM00
+* c_AVRM01 = AVRM10 – AVRM00
2020 and 2010
-• c_CBR01 = CBR10 – CBR00
+* c_CBR01 = CBR10 – CBR00
Change in proportions (p\_ variables)
-• c_P5U01 = p_P5U10 – p_P5U00
-• c_P12U01 = p_P12U10 – p_P12U00
-• c_P15U01 = p_P15U10 – p_P15U00
-• c_P18U01 = p_P18U10 – p_P18U00
-• c_PM18U01 = p_PM18U10 – p_PM18U00
-• c_PF18U01 = p_PF18U10 – p_PF18U00
-• cp_P6T1401 = p_P6T1410 – p_P6T1400
-• c_pP15T1701 = p_P15T1710 – p_P15T1700
-• c_pF15T4901 = p_F15T4910 – p_F15T4900
-• c_NACI01 = p_NACI10 – p_NACI00
-• c_NACO01 = p_NACO10 – p_NACO00
-• c_P5RES01 = p_P5RES10 – p_P5RES00
-• c_P5NRES01 = p_P5NRES10 – p_P5NRES00
-• c_PIND01 = p_PIND10 – p_PIND00
-• c_PINDNS01 = p_PINDNS10 – p_PINDNS00
-• c_PINDS01 = p_PINDS10 – p_PINDS00
-• c_P15AN01 = p_P15AN10 – p_P15AN00
-• c_P614NS01 = p_P614NS10 – p_P614NS00
-• c_P15NS01 = p_P15NS10 – p_P15NS00
-• c_P15PRI01 = p_P15PRI10 – p_P15PRI00
-• c_P15SC01 = p_P15SC10 – p_P15SC00
-• c_P18HI01 = p_P18HI01 – p_P18HI00
-• c_PEA01 = p_PEA10 – p_PEA00
-
-Prepared by ([Center for Spatial Data Science](https://spatial.uchicago.edu/)). Last updated June 7, 2023. Data provided "as is," no warranties.
+* c_P5U01 = p_P5U10 – p_P5U00
+* c_P12U01 = p_P12U10 – p_P12U00
+* c_P15U01 = p_P15U10 – p_P15U00
+* c_P18U01 = p_P18U10 – p_P18U00
+* c_PM18U01 = p_PM18U10 – p_PM18U00
+* c_PF18U01 = p_PF18U10 – p_PF18U00
+* cp_P6T1401 = p_P6T1410 – p_P6T1400
+* c_pP15T1701 = p_P15T1710 – p_P15T1700
+* c_pF15T4901 = p_F15T4910 – p_F15T4900
+* c_NACI01 = p_NACI10 – p_NACI00
+* c_NACO01 = p_NACO10 – p_NACO00
+* c_P5RES01 = p_P5RES10 – p_P5RES00
+* c_P5NRES01 = p_P5NRES10 – p_P5NRES00
+* c_PIND01 = p_PIND10 – p_PIND00
+* c_PINDNS01 = p_PINDNS10 – p_PINDNS00
+* c_PINDS01 = p_PINDS10 – p_PINDS00
+* c_P15AN01 = p_P15AN10 – p_P15AN00
+* c_P614NS01 = p_P614NS10 – p_P614NS00
+* c_P15NS01 = p_P15NS10 – p_P15NS00
+* c_P15PRI01 = p_P15PRI10 – p_P15PRI00
+* c_P15SC01 = p_P15SC10 – p_P15SC00
+* c_P18HI01 = p_P18HI01 – p_P18HI00
+* c_PEA01 = p_PEA10 – p_PEA00
+
+Prepared by ([Center for Spatial Data Science](https://spatial.uchicago.edu/)). Last updated June 7, 2023. Data provided "as is," n * warranties.
diff --git a/_posts/2023-10-11-Chi-CCA.md b/_posts/2023-10-11-Chi-CCA.md
index 816ac8b..c6f4836 100644
--- a/_posts/2023-10-11-Chi-CCA.md
+++ b/_posts/2023-10-11-Chi-CCA.md
@@ -32,7 +32,7 @@ Source: American Community Survey from the Chicago Metropolitan Agency for Plann
**Overview of data**
-Embed the pdf here